{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:01.713993Z",
     "start_time": "2018-08-25T10:11:58.900682Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from IPython.display import display\n",
    "pd.set_option('display.max_columns', 99)\n",
    "pd.set_option('display.max_rows', 50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:01.720449Z",
     "start_time": "2018-08-25T10:12:01.716107Z"
    }
   },
   "outputs": [],
   "source": [
    "date_feature = [\n",
    "                'DAYS_BIRTH',\n",
    "                'DAYS_REGISTRATION',\n",
    "                'DAYS_ID_PUBLISH',\n",
    "                'DAYS_EMPLOYED'\n",
    "                ]\n",
    "\n",
    "other_feature = [\n",
    "                'CODE_GENDER',\n",
    "                'NAME_EDUCATION_TYPE',\n",
    "                'NAME_FAMILY_STATUS',\n",
    "                'NAME_HOUSING_TYPE'\n",
    "                ]\n",
    "\n",
    "keys = date_feature + other_feature\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:09.769095Z",
     "start_time": "2018-08-25T10:12:01.722722Z"
    }
   },
   "outputs": [],
   "source": [
    "train  = pd.read_csv('../input/application_train.csv.zip')\n",
    "train['is_train'] = 1\n",
    "\n",
    "test  = pd.read_csv('../input/application_test.csv.zip')\n",
    "test['is_train'] = 0\n",
    "\n",
    "trte = pd.concat([train, test], ignore_index=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:10.293100Z",
     "start_time": "2018-08-25T10:12:09.770984Z"
    }
   },
   "outputs": [],
   "source": [
    "trte['DAYS_BIRTH-m-DAYS_REGISTRATION'] = trte['DAYS_BIRTH'] - trte['DAYS_REGISTRATION']\n",
    "trte['DAYS_REGISTRATION-m-DAYS_ID_PUBLISH']   = trte['DAYS_REGISTRATION'] - trte['DAYS_ID_PUBLISH']\n",
    "trte['DAYS_ID_PUBLISH-m-DAYS_EMPLOYED']   = trte['DAYS_ID_PUBLISH'] - trte['DAYS_EMPLOYED']\n",
    "\n",
    "keys2 = ['DAYS_BIRTH-m-DAYS_REGISTRATION', 'DAYS_REGISTRATION-m-DAYS_ID_PUBLISH',\n",
    "         'DAYS_ID_PUBLISH-m-DAYS_EMPLOYED'] + other_feature\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.082374Z",
     "start_time": "2018-08-25T10:12:10.295401Z"
    },
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "tmp = trte[trte.duplicated(keys2, False)].sort_values(keys2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.094542Z",
     "start_time": "2018-08-25T10:12:11.084337Z"
    }
   },
   "outputs": [],
   "source": [
    "cnt = tmp.groupby(keys2).size()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.098697Z",
     "start_time": "2018-08-25T10:12:11.096397Z"
    }
   },
   "outputs": [],
   "source": [
    "cnt.name = 'dup_cnt'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.107321Z",
     "start_time": "2018-08-25T10:12:11.100324Z"
    }
   },
   "outputs": [],
   "source": [
    "cnt = cnt.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.111861Z",
     "start_time": "2018-08-25T10:12:11.108889Z"
    }
   },
   "outputs": [],
   "source": [
    "cnt['dup_id'] = range(cnt.shape[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.163159Z",
     "start_time": "2018-08-25T10:12:11.113411Z"
    }
   },
   "outputs": [],
   "source": [
    "dup_tbl = pd.merge(tmp, cnt, on=keys2, how='left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.167873Z",
     "start_time": "2018-08-25T10:12:11.164981Z"
    }
   },
   "outputs": [],
   "source": [
    "col = train.columns.tolist() + [c for c in dup_tbl.columns if c not in train.columns]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:11.427608Z",
     "start_time": "2018-08-25T10:12:11.169703Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SK_ID_CURR</th>\n",
       "      <th>TARGET</th>\n",
       "      <th>NAME_CONTRACT_TYPE</th>\n",
       "      <th>CODE_GENDER</th>\n",
       "      <th>FLAG_OWN_CAR</th>\n",
       "      <th>FLAG_OWN_REALTY</th>\n",
       "      <th>CNT_CHILDREN</th>\n",
       "      <th>AMT_INCOME_TOTAL</th>\n",
       "      <th>AMT_CREDIT</th>\n",
       "      <th>AMT_ANNUITY</th>\n",
       "      <th>AMT_GOODS_PRICE</th>\n",
       "      <th>NAME_TYPE_SUITE</th>\n",
       "      <th>NAME_INCOME_TYPE</th>\n",
       "      <th>NAME_EDUCATION_TYPE</th>\n",
       "      <th>NAME_FAMILY_STATUS</th>\n",
       "      <th>NAME_HOUSING_TYPE</th>\n",
       "      <th>REGION_POPULATION_RELATIVE</th>\n",
       "      <th>DAYS_BIRTH</th>\n",
       "      <th>DAYS_EMPLOYED</th>\n",
       "      <th>DAYS_REGISTRATION</th>\n",
       "      <th>DAYS_ID_PUBLISH</th>\n",
       "      <th>OWN_CAR_AGE</th>\n",
       "      <th>FLAG_MOBIL</th>\n",
       "      <th>FLAG_EMP_PHONE</th>\n",
       "      <th>FLAG_WORK_PHONE</th>\n",
       "      <th>FLAG_CONT_MOBILE</th>\n",
       "      <th>FLAG_PHONE</th>\n",
       "      <th>FLAG_EMAIL</th>\n",
       "      <th>OCCUPATION_TYPE</th>\n",
       "      <th>CNT_FAM_MEMBERS</th>\n",
       "      <th>REGION_RATING_CLIENT</th>\n",
       "      <th>REGION_RATING_CLIENT_W_CITY</th>\n",
       "      <th>WEEKDAY_APPR_PROCESS_START</th>\n",
       "      <th>HOUR_APPR_PROCESS_START</th>\n",
       "      <th>REG_REGION_NOT_LIVE_REGION</th>\n",
       "      <th>REG_REGION_NOT_WORK_REGION</th>\n",
       "      <th>LIVE_REGION_NOT_WORK_REGION</th>\n",
       "      <th>REG_CITY_NOT_LIVE_CITY</th>\n",
       "      <th>REG_CITY_NOT_WORK_CITY</th>\n",
       "      <th>LIVE_CITY_NOT_WORK_CITY</th>\n",
       "      <th>ORGANIZATION_TYPE</th>\n",
       "      <th>EXT_SOURCE_1</th>\n",
       "      <th>EXT_SOURCE_2</th>\n",
       "      <th>EXT_SOURCE_3</th>\n",
       "      <th>APARTMENTS_AVG</th>\n",
       "      <th>BASEMENTAREA_AVG</th>\n",
       "      <th>YEARS_BEGINEXPLUATATION_AVG</th>\n",
       "      <th>YEARS_BUILD_AVG</th>\n",
       "      <th>COMMONAREA_AVG</th>\n",
       "      <th>...</th>\n",
       "      <th>FLOORSMAX_MEDI</th>\n",
       "      <th>FLOORSMIN_MEDI</th>\n",
       "      <th>LANDAREA_MEDI</th>\n",
       "      <th>LIVINGAPARTMENTS_MEDI</th>\n",
       "      <th>LIVINGAREA_MEDI</th>\n",
       "      <th>NONLIVINGAPARTMENTS_MEDI</th>\n",
       "      <th>NONLIVINGAREA_MEDI</th>\n",
       "      <th>FONDKAPREMONT_MODE</th>\n",
       "      <th>HOUSETYPE_MODE</th>\n",
       "      <th>TOTALAREA_MODE</th>\n",
       "      <th>WALLSMATERIAL_MODE</th>\n",
       "      <th>EMERGENCYSTATE_MODE</th>\n",
       "      <th>OBS_30_CNT_SOCIAL_CIRCLE</th>\n",
       "      <th>DEF_30_CNT_SOCIAL_CIRCLE</th>\n",
       "      <th>OBS_60_CNT_SOCIAL_CIRCLE</th>\n",
       "      <th>DEF_60_CNT_SOCIAL_CIRCLE</th>\n",
       "      <th>DAYS_LAST_PHONE_CHANGE</th>\n",
       "      <th>FLAG_DOCUMENT_2</th>\n",
       "      <th>FLAG_DOCUMENT_3</th>\n",
       "      <th>FLAG_DOCUMENT_4</th>\n",
       "      <th>FLAG_DOCUMENT_5</th>\n",
       "      <th>FLAG_DOCUMENT_6</th>\n",
       "      <th>FLAG_DOCUMENT_7</th>\n",
       "      <th>FLAG_DOCUMENT_8</th>\n",
       "      <th>FLAG_DOCUMENT_9</th>\n",
       "      <th>FLAG_DOCUMENT_10</th>\n",
       "      <th>FLAG_DOCUMENT_11</th>\n",
       "      <th>FLAG_DOCUMENT_12</th>\n",
       "      <th>FLAG_DOCUMENT_13</th>\n",
       "      <th>FLAG_DOCUMENT_14</th>\n",
       "      <th>FLAG_DOCUMENT_15</th>\n",
       "      <th>FLAG_DOCUMENT_16</th>\n",
       "      <th>FLAG_DOCUMENT_17</th>\n",
       "      <th>FLAG_DOCUMENT_18</th>\n",
       "      <th>FLAG_DOCUMENT_19</th>\n",
       "      <th>FLAG_DOCUMENT_20</th>\n",
       "      <th>FLAG_DOCUMENT_21</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_HOUR</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_DAY</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_WEEK</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_MON</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_QRT</th>\n",
       "      <th>AMT_REQ_CREDIT_BUREAU_YEAR</th>\n",
       "      <th>is_train</th>\n",
       "      <th>DAYS_BIRTH-m-DAYS_REGISTRATION</th>\n",
       "      <th>DAYS_REGISTRATION-m-DAYS_ID_PUBLISH</th>\n",
       "      <th>DAYS_ID_PUBLISH-m-DAYS_EMPLOYED</th>\n",
       "      <th>dup_cnt</th>\n",
       "      <th>dup_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>427598</td>\n",
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       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>N</td>\n",
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       "      <td>90000.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>14350.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
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       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
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       "      <td>-24455</td>\n",
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       "      <td>-378.0</td>\n",
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       "      <td>2</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0641</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
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       "      <td>N</td>\n",
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       "      <td>90000.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>14350.5</td>\n",
       "      <td>225000.0</td>\n",
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       "      <td>2</td>\n",
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       "      <td>THURSDAY</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9801</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0651</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0641</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-2595.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>1</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>3723.0</td>\n",
       "      <td>-369344</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
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       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>540000.0</td>\n",
       "      <td>24529.5</td>\n",
       "      <td>540000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-23628</td>\n",
       "      <td>365243</td>\n",
       "      <td>-113.0</td>\n",
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       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>FRIDAY</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.783832</td>\n",
       "      <td>0.2485</td>\n",
       "      <td>0.1783</td>\n",
       "      <td>0.9886</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.3333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1698</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.2601</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0021</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.2014</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-23515.0</td>\n",
       "      <td>4432.0</td>\n",
       "      <td>-369788</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>266768</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>9000.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-23628</td>\n",
       "      <td>365243</td>\n",
       "      <td>-113.0</td>\n",
       "      <td>-4545</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>FRIDAY</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.612031</td>\n",
       "      <td>0.783832</td>\n",
       "      <td>0.2485</td>\n",
       "      <td>0.1783</td>\n",
       "      <td>0.9886</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.3333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1698</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.2601</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0021</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.2014</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-23515.0</td>\n",
       "      <td>4432.0</td>\n",
       "      <td>-369788</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>323327</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>14350.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007120</td>\n",
       "      <td>-24624</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1512.0</td>\n",
       "      <td>-4114</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.194215</td>\n",
       "      <td>0.766234</td>\n",
       "      <td>0.0722</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9781</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0628</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0584</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0768</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0452</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1442.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-23112.0</td>\n",
       "      <td>2602.0</td>\n",
       "      <td>-369357</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>452113</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>14350.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007120</td>\n",
       "      <td>-24624</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1512.0</td>\n",
       "      <td>-4114</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.766234</td>\n",
       "      <td>0.0722</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9781</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0628</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0584</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0768</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0452</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1442.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-23112.0</td>\n",
       "      <td>2602.0</td>\n",
       "      <td>-369357</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>367065</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>408780.0</td>\n",
       "      <td>20011.5</td>\n",
       "      <td>337500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007274</td>\n",
       "      <td>-23820</td>\n",
       "      <td>-13652</td>\n",
       "      <td>-1408.0</td>\n",
       "      <td>-5146</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Laborers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>University</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.586193</td>\n",
       "      <td>0.706205</td>\n",
       "      <td>0.0247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9945</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0723</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0337</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-267.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22412.0</td>\n",
       "      <td>3738.0</td>\n",
       "      <td>8506</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>393336</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>14350.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007274</td>\n",
       "      <td>-23906</td>\n",
       "      <td>-13738</td>\n",
       "      <td>-1494.0</td>\n",
       "      <td>-5232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Laborers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>University</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.635352</td>\n",
       "      <td>0.718033</td>\n",
       "      <td>0.0247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9945</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0723</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0337</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-353.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22412.0</td>\n",
       "      <td>3738.0</td>\n",
       "      <td>8506</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>105775</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>202500.0</td>\n",
       "      <td>10125.0</td>\n",
       "      <td>202500.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020246</td>\n",
       "      <td>-23706</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1377.0</td>\n",
       "      <td>-4294</td>\n",
       "      <td>19.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.227159</td>\n",
       "      <td>0.394495</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1014.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22329.0</td>\n",
       "      <td>2917.0</td>\n",
       "      <td>-369537</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>364591</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>553806.0</td>\n",
       "      <td>22090.5</td>\n",
       "      <td>495000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020246</td>\n",
       "      <td>-23706</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1377.0</td>\n",
       "      <td>-4294</td>\n",
       "      <td>19.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.394495</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1014.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22329.0</td>\n",
       "      <td>2917.0</td>\n",
       "      <td>-369537</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>276671</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>675000.0</td>\n",
       "      <td>36094.5</td>\n",
       "      <td>675000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-23664</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1371.0</td>\n",
       "      <td>-4560</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>0.830298</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.801601</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2212.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22293.0</td>\n",
       "      <td>3189.0</td>\n",
       "      <td>-369803</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>424375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>6750.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-23664</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1371.0</td>\n",
       "      <td>-4560</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>0.830298</td>\n",
       "      <td>0.590303</td>\n",
       "      <td>0.801601</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2212.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22293.0</td>\n",
       "      <td>3189.0</td>\n",
       "      <td>-369803</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>276383</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>360000.0</td>\n",
       "      <td>1191825.0</td>\n",
       "      <td>116235.0</td>\n",
       "      <td>1125000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.010006</td>\n",
       "      <td>-23746</td>\n",
       "      <td>-1754</td>\n",
       "      <td>-1539.0</td>\n",
       "      <td>-5098</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Other</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.502331</td>\n",
       "      <td>0.710674</td>\n",
       "      <td>0.1340</td>\n",
       "      <td>0.1666</td>\n",
       "      <td>0.9856</td>\n",
       "      <td>0.8028</td>\n",
       "      <td>0.0347</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.1438</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.1520</td>\n",
       "      <td>0.0078</td>\n",
       "      <td>0.0232</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.1394</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22207.0</td>\n",
       "      <td>3559.0</td>\n",
       "      <td>-3344</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>447985</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>360000.0</td>\n",
       "      <td>1125000.0</td>\n",
       "      <td>62820.0</td>\n",
       "      <td>1125000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.010006</td>\n",
       "      <td>-23523</td>\n",
       "      <td>-1531</td>\n",
       "      <td>-1316.0</td>\n",
       "      <td>-4875</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Other</td>\n",
       "      <td>0.784492</td>\n",
       "      <td>0.661461</td>\n",
       "      <td>0.736623</td>\n",
       "      <td>0.1340</td>\n",
       "      <td>0.1666</td>\n",
       "      <td>0.9861</td>\n",
       "      <td>0.8096</td>\n",
       "      <td>0.0347</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.1438</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.1520</td>\n",
       "      <td>0.0078</td>\n",
       "      <td>0.0232</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.1394</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1293.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-22207.0</td>\n",
       "      <td>3559.0</td>\n",
       "      <td>-3344</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>104116</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>65025.0</td>\n",
       "      <td>148500.0</td>\n",
       "      <td>10093.5</td>\n",
       "      <td>148500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020713</td>\n",
       "      <td>-22881</td>\n",
       "      <td>365243</td>\n",
       "      <td>-709.0</td>\n",
       "      <td>-5252</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-22172.0</td>\n",
       "      <td>4543.0</td>\n",
       "      <td>-370495</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>447577</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>65025.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>9000.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020713</td>\n",
       "      <td>-22881</td>\n",
       "      <td>365243</td>\n",
       "      <td>-709.0</td>\n",
       "      <td>-5252</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.392322</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-22172.0</td>\n",
       "      <td>4543.0</td>\n",
       "      <td>-370495</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>296825</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>21919.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-25196</td>\n",
       "      <td>365243</td>\n",
       "      <td>-3355.0</td>\n",
       "      <td>-3352</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>0.906990</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.681706</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1583.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21841.0</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>-368595</td>\n",
       "      <td>2</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>301028</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>8766.0</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.026392</td>\n",
       "      <td>-25196</td>\n",
       "      <td>365243</td>\n",
       "      <td>-3355.0</td>\n",
       "      <td>-3352</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>0.906990</td>\n",
       "      <td>0.568758</td>\n",
       "      <td>0.681706</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1583.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21841.0</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>-368595</td>\n",
       "      <td>2</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>290131</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>6750.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020246</td>\n",
       "      <td>-23085</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1428.0</td>\n",
       "      <td>-4579</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.033521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0124</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.9677</td>\n",
       "      <td>0.5580</td>\n",
       "      <td>0.0023</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0833</td>\n",
       "      <td>0.0231</td>\n",
       "      <td>0.0103</td>\n",
       "      <td>0.0158</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0134</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-452.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21657.0</td>\n",
       "      <td>3151.0</td>\n",
       "      <td>-369822</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>448910</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>143910.0</td>\n",
       "      <td>14364.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Pensioner</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020246</td>\n",
       "      <td>-23085</td>\n",
       "      <td>365243</td>\n",
       "      <td>-1428.0</td>\n",
       "      <td>-4579</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>XNA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0124</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.9677</td>\n",
       "      <td>0.5580</td>\n",
       "      <td>0.0023</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0833</td>\n",
       "      <td>0.0231</td>\n",
       "      <td>0.0103</td>\n",
       "      <td>0.0158</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0134</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-452.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21657.0</td>\n",
       "      <td>3151.0</td>\n",
       "      <td>-369822</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>276534</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>713241.0</td>\n",
       "      <td>25749.0</td>\n",
       "      <td>531000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018801</td>\n",
       "      <td>-21842</td>\n",
       "      <td>-3492</td>\n",
       "      <td>-263.0</td>\n",
       "      <td>-4932</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Drivers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>FRIDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Other</td>\n",
       "      <td>0.726349</td>\n",
       "      <td>0.552357</td>\n",
       "      <td>0.738020</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-3049.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21579.0</td>\n",
       "      <td>4669.0</td>\n",
       "      <td>-1440</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>343734</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>1350000.0</td>\n",
       "      <td>51421.5</td>\n",
       "      <td>1350000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018801</td>\n",
       "      <td>-21725</td>\n",
       "      <td>-3375</td>\n",
       "      <td>-146.0</td>\n",
       "      <td>-4815</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Drivers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Other</td>\n",
       "      <td>0.653392</td>\n",
       "      <td>0.709561</td>\n",
       "      <td>0.602386</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-2932.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21579.0</td>\n",
       "      <td>4669.0</td>\n",
       "      <td>-1440</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>382741</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>315000.0</td>\n",
       "      <td>126000.0</td>\n",
       "      <td>6192.0</td>\n",
       "      <td>126000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.035792</td>\n",
       "      <td>-21856</td>\n",
       "      <td>-758</td>\n",
       "      <td>-360.0</td>\n",
       "      <td>-2858</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Managers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>SUNDAY</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Construction</td>\n",
       "      <td>0.227063</td>\n",
       "      <td>0.033072</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-664.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21496.0</td>\n",
       "      <td>2498.0</td>\n",
       "      <td>-2100</td>\n",
       "      <td>2</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>420369</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>315000.0</td>\n",
       "      <td>284400.0</td>\n",
       "      <td>16456.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.035792</td>\n",
       "      <td>-21649</td>\n",
       "      <td>-551</td>\n",
       "      <td>-153.0</td>\n",
       "      <td>-2651</td>\n",
       "      <td>16.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Managers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>WEDNESDAY</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Construction</td>\n",
       "      <td>0.339327</td>\n",
       "      <td>0.262258</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-457.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21496.0</td>\n",
       "      <td>2498.0</td>\n",
       "      <td>-2100</td>\n",
       "      <td>2</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>117110</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>1057266.0</td>\n",
       "      <td>44923.5</td>\n",
       "      <td>945000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Separated</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.035792</td>\n",
       "      <td>-21961</td>\n",
       "      <td>-563</td>\n",
       "      <td>-488.0</td>\n",
       "      <td>-4410</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Laborers</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>WEDNESDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Industry: type 9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.729886</td>\n",
       "      <td>0.689479</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-2777.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-21473.0</td>\n",
       "      <td>3922.0</td>\n",
       "      <td>-3847</td>\n",
       "      <td>2</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8727</th>\n",
       "      <td>382111</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>539100.0</td>\n",
       "      <td>27652.5</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>State servant</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.010643</td>\n",
       "      <td>-9409</td>\n",
       "      <td>-2116</td>\n",
       "      <td>-9402.0</td>\n",
       "      <td>-2079</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Medicine staff</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Medicine</td>\n",
       "      <td>0.536241</td>\n",
       "      <td>0.733068</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0124</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0115</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0089</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-694.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>-7323.0</td>\n",
       "      <td>37</td>\n",
       "      <td>2</td>\n",
       "      <td>4343</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8728</th>\n",
       "      <td>342780</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>3</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>640080.0</td>\n",
       "      <td>23121.0</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.003813</td>\n",
       "      <td>-12777</td>\n",
       "      <td>-2529</td>\n",
       "      <td>-12771.0</td>\n",
       "      <td>-1040</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Core staff</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>School</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.138513</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-377.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>-11731.0</td>\n",
       "      <td>1489</td>\n",
       "      <td>2</td>\n",
       "      <td>4344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8729</th>\n",
       "      <td>433214</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>3</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>6750.0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.003813</td>\n",
       "      <td>-12777</td>\n",
       "      <td>-2529</td>\n",
       "      <td>-12771.0</td>\n",
       "      <td>-1040</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Core staff</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>School</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.205905</td>\n",
       "      <td>0.138513</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-377.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>-11731.0</td>\n",
       "      <td>1489</td>\n",
       "      <td>2</td>\n",
       "      <td>4344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8730</th>\n",
       "      <td>273160</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>454500.0</td>\n",
       "      <td>27936.0</td>\n",
       "      <td>454500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Incomplete higher</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018209</td>\n",
       "      <td>-8230</td>\n",
       "      <td>-1069</td>\n",
       "      <td>-8225.0</td>\n",
       "      <td>-114</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Self-employed</td>\n",
       "      <td>0.300826</td>\n",
       "      <td>0.204386</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-228.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>-8111.0</td>\n",
       "      <td>955</td>\n",
       "      <td>2</td>\n",
       "      <td>4345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8731</th>\n",
       "      <td>283683</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>166500.0</td>\n",
       "      <td>598500.0</td>\n",
       "      <td>30685.5</td>\n",
       "      <td>598500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Incomplete higher</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018209</td>\n",
       "      <td>-8354</td>\n",
       "      <td>-1193</td>\n",
       "      <td>-8349.0</td>\n",
       "      <td>-238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>FRIDAY</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Self-employed</td>\n",
       "      <td>0.762789</td>\n",
       "      <td>0.229935</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-352.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>-8111.0</td>\n",
       "      <td>955</td>\n",
       "      <td>2</td>\n",
       "      <td>4345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8732</th>\n",
       "      <td>249296</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>2</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>539100.0</td>\n",
       "      <td>29376.0</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>Other_B</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020713</td>\n",
       "      <td>-12551</td>\n",
       "      <td>-4102</td>\n",
       "      <td>-12551.0</td>\n",
       "      <td>-688</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Industry: type 4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.401913</td>\n",
       "      <td>0.513694</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-464.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-11863.0</td>\n",
       "      <td>3414</td>\n",
       "      <td>2</td>\n",
       "      <td>4346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8733</th>\n",
       "      <td>268063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>2</td>\n",
       "      <td>103500.0</td>\n",
       "      <td>840996.0</td>\n",
       "      <td>29925.0</td>\n",
       "      <td>702000.0</td>\n",
       "      <td>Children</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.020713</td>\n",
       "      <td>-12422</td>\n",
       "      <td>-3973</td>\n",
       "      <td>-12422.0</td>\n",
       "      <td>-559</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Industry: type 4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.568141</td>\n",
       "      <td>0.479449</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-335.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-11863.0</td>\n",
       "      <td>3414</td>\n",
       "      <td>2</td>\n",
       "      <td>4346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8734</th>\n",
       "      <td>139900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>104256.0</td>\n",
       "      <td>11074.5</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.010276</td>\n",
       "      <td>-11664</td>\n",
       "      <td>-2862</td>\n",
       "      <td>-11664.0</td>\n",
       "      <td>-727</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Managers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 3</td>\n",
       "      <td>0.652330</td>\n",
       "      <td>0.649800</td>\n",
       "      <td>0.365617</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-2521.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-10937.0</td>\n",
       "      <td>2135</td>\n",
       "      <td>2</td>\n",
       "      <td>4347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8735</th>\n",
       "      <td>416052</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>685012.5</td>\n",
       "      <td>33084.0</td>\n",
       "      <td>553500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.010276</td>\n",
       "      <td>-11494</td>\n",
       "      <td>-2692</td>\n",
       "      <td>-11494.0</td>\n",
       "      <td>-557</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Managers</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 3</td>\n",
       "      <td>0.590877</td>\n",
       "      <td>0.639042</td>\n",
       "      <td>0.380800</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-2351.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-10937.0</td>\n",
       "      <td>2135</td>\n",
       "      <td>2</td>\n",
       "      <td>4347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8736</th>\n",
       "      <td>178875</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>170640.0</td>\n",
       "      <td>11236.5</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.011703</td>\n",
       "      <td>-12718</td>\n",
       "      <td>-182</td>\n",
       "      <td>-12718.0</td>\n",
       "      <td>-2945</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>SATURDAY</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.659293</td>\n",
       "      <td>0.609276</td>\n",
       "      <td>0.0010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9657</td>\n",
       "      <td>0.5308</td>\n",
       "      <td>0.0008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0009</td>\n",
       "      <td>0.0010</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0013</td>\n",
       "      <td>Wooden</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1351.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-9773.0</td>\n",
       "      <td>-2763</td>\n",
       "      <td>2</td>\n",
       "      <td>4348</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8737</th>\n",
       "      <td>189826</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>103500.0</td>\n",
       "      <td>222768.0</td>\n",
       "      <td>17991.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Widow</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.011703</td>\n",
       "      <td>-13024</td>\n",
       "      <td>-488</td>\n",
       "      <td>-13024.0</td>\n",
       "      <td>-3251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 2</td>\n",
       "      <td>0.315055</td>\n",
       "      <td>0.483208</td>\n",
       "      <td>0.495666</td>\n",
       "      <td>0.0010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.9652</td>\n",
       "      <td>0.5240</td>\n",
       "      <td>0.0008</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0009</td>\n",
       "      <td>0.0010</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0013</td>\n",
       "      <td>Wooden</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1657.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-9773.0</td>\n",
       "      <td>-2763</td>\n",
       "      <td>2</td>\n",
       "      <td>4348</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8738</th>\n",
       "      <td>171252</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>126000.0</td>\n",
       "      <td>10084.5</td>\n",
       "      <td>126000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>State servant</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.015221</td>\n",
       "      <td>-10522</td>\n",
       "      <td>-1965</td>\n",
       "      <td>-10522.0</td>\n",
       "      <td>-874</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Drivers</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>MONDAY</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Kindergarten</td>\n",
       "      <td>0.421616</td>\n",
       "      <td>0.664325</td>\n",
       "      <td>0.621226</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1315.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-9648.0</td>\n",
       "      <td>1091</td>\n",
       "      <td>2</td>\n",
       "      <td>4349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8739</th>\n",
       "      <td>414635</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>4725.0</td>\n",
       "      <td>90000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>State servant</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.015221</td>\n",
       "      <td>-10833</td>\n",
       "      <td>-2276</td>\n",
       "      <td>-10833.0</td>\n",
       "      <td>-1185</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Drivers</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Kindergarten</td>\n",
       "      <td>0.440616</td>\n",
       "      <td>0.005647</td>\n",
       "      <td>0.579727</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-9648.0</td>\n",
       "      <td>1091</td>\n",
       "      <td>2</td>\n",
       "      <td>4349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8740</th>\n",
       "      <td>333875</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>310671.0</td>\n",
       "      <td>20889.0</td>\n",
       "      <td>256500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007274</td>\n",
       "      <td>-9179</td>\n",
       "      <td>-859</td>\n",
       "      <td>-9179.0</td>\n",
       "      <td>-406</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Laborers</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>WEDNESDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Telecom</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.460129</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0186</td>\n",
       "      <td>0.0345</td>\n",
       "      <td>0.9841</td>\n",
       "      <td>0.7824</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0833</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0154</td>\n",
       "      <td>0.0156</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0059</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0133</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-8773.0</td>\n",
       "      <td>453</td>\n",
       "      <td>2</td>\n",
       "      <td>4350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8741</th>\n",
       "      <td>434844</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>Y</td>\n",
       "      <td>Y</td>\n",
       "      <td>1</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>9000.0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.007274</td>\n",
       "      <td>-9164</td>\n",
       "      <td>-844</td>\n",
       "      <td>-9164.0</td>\n",
       "      <td>-391</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Laborers</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Telecom</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.614386</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0186</td>\n",
       "      <td>0.0345</td>\n",
       "      <td>0.9841</td>\n",
       "      <td>0.7824</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0417</td>\n",
       "      <td>0.0833</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0154</td>\n",
       "      <td>0.0156</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0059</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0133</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-288.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-8773.0</td>\n",
       "      <td>453</td>\n",
       "      <td>2</td>\n",
       "      <td>4350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8742</th>\n",
       "      <td>278564</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>497520.0</td>\n",
       "      <td>56263.5</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.019689</td>\n",
       "      <td>-8101</td>\n",
       "      <td>-765</td>\n",
       "      <td>-8101.0</td>\n",
       "      <td>-589</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>THURSDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Trade: type 3</td>\n",
       "      <td>0.830687</td>\n",
       "      <td>0.511092</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-405.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7512.0</td>\n",
       "      <td>176</td>\n",
       "      <td>2</td>\n",
       "      <td>4351</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8743</th>\n",
       "      <td>416761</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>157500.0</td>\n",
       "      <td>597024.0</td>\n",
       "      <td>33466.5</td>\n",
       "      <td>540000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.019689</td>\n",
       "      <td>-8197</td>\n",
       "      <td>-861</td>\n",
       "      <td>-8197.0</td>\n",
       "      <td>-685</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Sales staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>TUESDAY</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Trade: type 3</td>\n",
       "      <td>0.723721</td>\n",
       "      <td>0.594258</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-501.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7512.0</td>\n",
       "      <td>176</td>\n",
       "      <td>2</td>\n",
       "      <td>4351</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8744</th>\n",
       "      <td>435708</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>166500.0</td>\n",
       "      <td>17613.0</td>\n",
       "      <td>166500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.010276</td>\n",
       "      <td>-8579</td>\n",
       "      <td>-105</td>\n",
       "      <td>-8579.0</td>\n",
       "      <td>-1228</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Low-skill Laborers</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>SATURDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Other</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.578860</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1268</td>\n",
       "      <td>0.1364</td>\n",
       "      <td>0.9786</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1413</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1162</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0320</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0978</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-519.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7351.0</td>\n",
       "      <td>-1123</td>\n",
       "      <td>2</td>\n",
       "      <td>4352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8745</th>\n",
       "      <td>294463</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>M</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>67765.5</td>\n",
       "      <td>8172.0</td>\n",
       "      <td>58500.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.010276</td>\n",
       "      <td>-8674</td>\n",
       "      <td>-200</td>\n",
       "      <td>-8674.0</td>\n",
       "      <td>-1323</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Low-skill Laborers</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>WEDNESDAY</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Other</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.137303</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1268</td>\n",
       "      <td>0.1364</td>\n",
       "      <td>0.9786</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1413</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1162</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0320</td>\n",
       "      <td>NaN</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0978</td>\n",
       "      <td>Stone, brick</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7351.0</td>\n",
       "      <td>-1123</td>\n",
       "      <td>2</td>\n",
       "      <td>4352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8746</th>\n",
       "      <td>205256</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>1350000.0</td>\n",
       "      <td>67500.0</td>\n",
       "      <td>1350000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Incomplete higher</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.006629</td>\n",
       "      <td>-8550</td>\n",
       "      <td>-1154</td>\n",
       "      <td>-8550.0</td>\n",
       "      <td>-1207</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Accountants</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>FRIDAY</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 3</td>\n",
       "      <td>0.365139</td>\n",
       "      <td>0.226806</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.2053</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.9866</td>\n",
       "      <td>0.8232</td>\n",
       "      <td>0.0191</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.0260</td>\n",
       "      <td>0.4626</td>\n",
       "      <td>0.1245</td>\n",
       "      <td>0.0039</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0734</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-210.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7343.0</td>\n",
       "      <td>-53</td>\n",
       "      <td>2</td>\n",
       "      <td>4353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8747</th>\n",
       "      <td>383897</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>254700.0</td>\n",
       "      <td>23944.5</td>\n",
       "      <td>225000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Incomplete higher</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>With parents</td>\n",
       "      <td>0.006629</td>\n",
       "      <td>-8550</td>\n",
       "      <td>-1154</td>\n",
       "      <td>-8550.0</td>\n",
       "      <td>-1207</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Accountants</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>FRIDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business Entity Type 3</td>\n",
       "      <td>0.365139</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.2053</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.9866</td>\n",
       "      <td>0.8232</td>\n",
       "      <td>0.0191</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.0260</td>\n",
       "      <td>0.4626</td>\n",
       "      <td>0.1245</td>\n",
       "      <td>0.0039</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.0734</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-210.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7343.0</td>\n",
       "      <td>-53</td>\n",
       "      <td>2</td>\n",
       "      <td>4353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8748</th>\n",
       "      <td>122025</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Revolving loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>270000.0</td>\n",
       "      <td>13500.0</td>\n",
       "      <td>270000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.024610</td>\n",
       "      <td>-8866</td>\n",
       "      <td>-1797</td>\n",
       "      <td>-8866.0</td>\n",
       "      <td>-1524</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Core staff</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>SUNDAY</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>School</td>\n",
       "      <td>0.453012</td>\n",
       "      <td>0.660049</td>\n",
       "      <td>0.457900</td>\n",
       "      <td>0.1227</td>\n",
       "      <td>0.1101</td>\n",
       "      <td>0.9806</td>\n",
       "      <td>0.7348</td>\n",
       "      <td>0.0506</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.2496</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1157</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.1171</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-947.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7342.0</td>\n",
       "      <td>273</td>\n",
       "      <td>2</td>\n",
       "      <td>4354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8749</th>\n",
       "      <td>214222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>112500.0</td>\n",
       "      <td>170640.0</td>\n",
       "      <td>11236.5</td>\n",
       "      <td>135000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Higher education</td>\n",
       "      <td>Single / not married</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.024610</td>\n",
       "      <td>-8866</td>\n",
       "      <td>-1797</td>\n",
       "      <td>-8866.0</td>\n",
       "      <td>-1524</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Core staff</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>SUNDAY</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>School</td>\n",
       "      <td>0.453012</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.457900</td>\n",
       "      <td>0.1227</td>\n",
       "      <td>0.1101</td>\n",
       "      <td>0.9806</td>\n",
       "      <td>0.7348</td>\n",
       "      <td>0.0506</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.2083</td>\n",
       "      <td>0.2496</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.1157</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>reg oper account</td>\n",
       "      <td>block of flats</td>\n",
       "      <td>0.1171</td>\n",
       "      <td>Panel</td>\n",
       "      <td>No</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-947.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7342.0</td>\n",
       "      <td>273</td>\n",
       "      <td>2</td>\n",
       "      <td>4354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8750</th>\n",
       "      <td>261528</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>N</td>\n",
       "      <td>0</td>\n",
       "      <td>180000.0</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>30073.5</td>\n",
       "      <td>450000.0</td>\n",
       "      <td>Family</td>\n",
       "      <td>Commercial associate</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018209</td>\n",
       "      <td>-10624</td>\n",
       "      <td>-2387</td>\n",
       "      <td>-10624.0</td>\n",
       "      <td>-3302</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Cooking staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>SUNDAY</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Self-employed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.456611</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-444.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7322.0</td>\n",
       "      <td>-915</td>\n",
       "      <td>2</td>\n",
       "      <td>4355</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8751</th>\n",
       "      <td>355174</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cash loans</td>\n",
       "      <td>F</td>\n",
       "      <td>N</td>\n",
       "      <td>Y</td>\n",
       "      <td>0</td>\n",
       "      <td>360000.0</td>\n",
       "      <td>1024740.0</td>\n",
       "      <td>55588.5</td>\n",
       "      <td>900000.0</td>\n",
       "      <td>Unaccompanied</td>\n",
       "      <td>Working</td>\n",
       "      <td>Secondary / secondary special</td>\n",
       "      <td>Civil marriage</td>\n",
       "      <td>House / apartment</td>\n",
       "      <td>0.018209</td>\n",
       "      <td>-10863</td>\n",
       "      <td>-2626</td>\n",
       "      <td>-10863.0</td>\n",
       "      <td>-3541</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Cooking staff</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>WEDNESDAY</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Self-employed</td>\n",
       "      <td>0.269510</td>\n",
       "      <td>0.242731</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-683.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7322.0</td>\n",
       "      <td>-915</td>\n",
       "      <td>2</td>\n",
       "      <td>4355</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8752 rows × 128 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      SK_ID_CURR  TARGET NAME_CONTRACT_TYPE CODE_GENDER FLAG_OWN_CAR  \\\n",
       "0         427598     0.0         Cash loans           F            Y   \n",
       "1         450122     0.0         Cash loans           F            Y   \n",
       "2         240003     0.0         Cash loans           F            N   \n",
       "3         266768     0.0    Revolving loans           F            N   \n",
       "4         323327     0.0         Cash loans           M            N   \n",
       "5         452113     0.0         Cash loans           M            N   \n",
       "6         367065     0.0         Cash loans           F            N   \n",
       "7         393336     0.0         Cash loans           F            N   \n",
       "8         105775     0.0    Revolving loans           F            Y   \n",
       "9         364591     0.0         Cash loans           F            Y   \n",
       "10        276671     0.0         Cash loans           F            Y   \n",
       "11        424375     0.0    Revolving loans           F            Y   \n",
       "12        276383     0.0         Cash loans           F            N   \n",
       "13        447985     0.0         Cash loans           F            N   \n",
       "14        104116     1.0         Cash loans           F            N   \n",
       "15        447577     0.0    Revolving loans           F            N   \n",
       "16        296825     0.0         Cash loans           F            N   \n",
       "17        301028     0.0         Cash loans           F            N   \n",
       "18        290131     0.0    Revolving loans           F            N   \n",
       "19        448910     0.0         Cash loans           F            N   \n",
       "20        276534     0.0         Cash loans           M            N   \n",
       "21        343734     0.0         Cash loans           M            N   \n",
       "22        382741     0.0         Cash loans           M            Y   \n",
       "23        420369     0.0         Cash loans           M            Y   \n",
       "24        117110     0.0         Cash loans           F            Y   \n",
       "...          ...     ...                ...         ...          ...   \n",
       "8727      382111     NaN         Cash loans           F            N   \n",
       "8728      342780     0.0         Cash loans           F            Y   \n",
       "8729      433214     0.0    Revolving loans           F            Y   \n",
       "8730      273160     0.0         Cash loans           F            N   \n",
       "8731      283683     NaN         Cash loans           F            N   \n",
       "8732      249296     0.0         Cash loans           F            N   \n",
       "8733      268063     0.0         Cash loans           F            N   \n",
       "8734      139900     0.0         Cash loans           F            N   \n",
       "8735      416052     0.0         Cash loans           F            N   \n",
       "8736      178875     0.0         Cash loans           F            Y   \n",
       "8737      189826     NaN         Cash loans           F            N   \n",
       "8738      171252     0.0         Cash loans           F            N   \n",
       "8739      414635     NaN         Cash loans           F            N   \n",
       "8740      333875     0.0         Cash loans           F            Y   \n",
       "8741      434844     0.0    Revolving loans           F            Y   \n",
       "8742      278564     0.0         Cash loans           F            N   \n",
       "8743      416761     NaN         Cash loans           F            N   \n",
       "8744      435708     0.0         Cash loans           M            N   \n",
       "8745      294463     NaN         Cash loans           M            N   \n",
       "8746      205256     0.0    Revolving loans           F            N   \n",
       "8747      383897     0.0         Cash loans           F            N   \n",
       "8748      122025     0.0    Revolving loans           F            N   \n",
       "8749      214222     0.0         Cash loans           F            N   \n",
       "8750      261528     0.0         Cash loans           F            N   \n",
       "8751      355174     NaN         Cash loans           F            N   \n",
       "\n",
       "     FLAG_OWN_REALTY  CNT_CHILDREN  AMT_INCOME_TOTAL  AMT_CREDIT  AMT_ANNUITY  \\\n",
       "0                  N             0           90000.0    254700.0      14350.5   \n",
       "1                  N             0           90000.0    254700.0      14350.5   \n",
       "2                  N             0          135000.0    540000.0      24529.5   \n",
       "3                  N             0          135000.0    180000.0       9000.0   \n",
       "4                  Y             0          135000.0    254700.0      14350.5   \n",
       "5                  Y             0          135000.0    254700.0      14350.5   \n",
       "6                  Y             0          112500.0    408780.0      20011.5   \n",
       "7                  Y             0          112500.0    254700.0      14350.5   \n",
       "8                  Y             0          135000.0    202500.0      10125.0   \n",
       "9                  Y             0          135000.0    553806.0      22090.5   \n",
       "10                 Y             0          135000.0    675000.0      36094.5   \n",
       "11                 Y             0          157500.0    135000.0       6750.0   \n",
       "12                 Y             0          360000.0   1191825.0     116235.0   \n",
       "13                 N             0          360000.0   1125000.0      62820.0   \n",
       "14                 Y             0           65025.0    148500.0      10093.5   \n",
       "15                 Y             0           65025.0    180000.0       9000.0   \n",
       "16                 N             0          112500.0    225000.0      21919.5   \n",
       "17                 N             0          112500.0     90000.0       8766.0   \n",
       "18                 Y             0           67500.0    135000.0       6750.0   \n",
       "19                 Y             0           67500.0    143910.0      14364.0   \n",
       "20                 Y             0          157500.0    713241.0      25749.0   \n",
       "21                 N             0          157500.0   1350000.0      51421.5   \n",
       "22                 Y             0          315000.0    126000.0       6192.0   \n",
       "23                 Y             0          315000.0    284400.0      16456.5   \n",
       "24                 N             0          225000.0   1057266.0      44923.5   \n",
       "...              ...           ...               ...         ...          ...   \n",
       "8727               Y             0          157500.0    539100.0      27652.5   \n",
       "8728               Y             3          112500.0    640080.0      23121.0   \n",
       "8729               Y             3          112500.0    135000.0       6750.0   \n",
       "8730               Y             0          135000.0    454500.0      27936.0   \n",
       "8731               N             0          166500.0    598500.0      30685.5   \n",
       "8732               Y             2          135000.0    539100.0      29376.0   \n",
       "8733               N             2          103500.0    840996.0      29925.0   \n",
       "8734               Y             0          112500.0    104256.0      11074.5   \n",
       "8735               Y             1           90000.0    685012.5      33084.0   \n",
       "8736               Y             1           90000.0    170640.0      11236.5   \n",
       "8737               Y             1          103500.0    222768.0      17991.0   \n",
       "8738               Y             0           67500.0    126000.0      10084.5   \n",
       "8739               Y             1           67500.0     90000.0       4725.0   \n",
       "8740               Y             1          112500.0    310671.0      20889.0   \n",
       "8741               Y             1          112500.0    180000.0       9000.0   \n",
       "8742               Y             0          157500.0    497520.0      56263.5   \n",
       "8743               Y             0          157500.0    597024.0      33466.5   \n",
       "8744               N             0          112500.0    166500.0      17613.0   \n",
       "8745               N             0          135000.0     67765.5       8172.0   \n",
       "8746               N             0          180000.0   1350000.0      67500.0   \n",
       "8747               N             0          180000.0    254700.0      23944.5   \n",
       "8748               Y             0          112500.0    270000.0      13500.0   \n",
       "8749               Y             0          112500.0    170640.0      11236.5   \n",
       "8750               N             0          180000.0    450000.0      30073.5   \n",
       "8751               Y             0          360000.0   1024740.0      55588.5   \n",
       "\n",
       "      AMT_GOODS_PRICE NAME_TYPE_SUITE      NAME_INCOME_TYPE  \\\n",
       "0            225000.0   Unaccompanied             Pensioner   \n",
       "1            225000.0   Unaccompanied             Pensioner   \n",
       "2            540000.0          Family             Pensioner   \n",
       "3            180000.0          Family             Pensioner   \n",
       "4            225000.0   Unaccompanied             Pensioner   \n",
       "5            225000.0   Unaccompanied             Pensioner   \n",
       "6            337500.0   Unaccompanied               Working   \n",
       "7            225000.0   Unaccompanied               Working   \n",
       "8            202500.0          Family             Pensioner   \n",
       "9            495000.0          Family             Pensioner   \n",
       "10           675000.0   Unaccompanied             Pensioner   \n",
       "11           135000.0   Unaccompanied             Pensioner   \n",
       "12          1125000.0   Unaccompanied               Working   \n",
       "13          1125000.0   Unaccompanied  Commercial associate   \n",
       "14           148500.0   Unaccompanied             Pensioner   \n",
       "15           180000.0   Unaccompanied             Pensioner   \n",
       "16           225000.0   Unaccompanied             Pensioner   \n",
       "17            90000.0   Unaccompanied             Pensioner   \n",
       "18           135000.0          Family             Pensioner   \n",
       "19           135000.0          Family             Pensioner   \n",
       "20           531000.0   Unaccompanied  Commercial associate   \n",
       "21          1350000.0   Unaccompanied  Commercial associate   \n",
       "22           126000.0   Unaccompanied  Commercial associate   \n",
       "23           225000.0          Family  Commercial associate   \n",
       "24           945000.0   Unaccompanied               Working   \n",
       "...               ...             ...                   ...   \n",
       "8727         450000.0   Unaccompanied         State servant   \n",
       "8728         450000.0   Unaccompanied               Working   \n",
       "8729         135000.0   Unaccompanied               Working   \n",
       "8730         454500.0   Unaccompanied  Commercial associate   \n",
       "8731         598500.0   Unaccompanied  Commercial associate   \n",
       "8732         450000.0         Other_B               Working   \n",
       "8733         702000.0        Children               Working   \n",
       "8734          90000.0   Unaccompanied               Working   \n",
       "8735         553500.0   Unaccompanied               Working   \n",
       "8736         135000.0   Unaccompanied               Working   \n",
       "8737         180000.0   Unaccompanied  Commercial associate   \n",
       "8738         126000.0   Unaccompanied         State servant   \n",
       "8739          90000.0   Unaccompanied         State servant   \n",
       "8740         256500.0   Unaccompanied               Working   \n",
       "8741         180000.0   Unaccompanied               Working   \n",
       "8742         450000.0   Unaccompanied               Working   \n",
       "8743         540000.0   Unaccompanied               Working   \n",
       "8744         166500.0   Unaccompanied  Commercial associate   \n",
       "8745          58500.0   Unaccompanied  Commercial associate   \n",
       "8746        1350000.0   Unaccompanied  Commercial associate   \n",
       "8747         225000.0   Unaccompanied  Commercial associate   \n",
       "8748         270000.0   Unaccompanied               Working   \n",
       "8749         135000.0   Unaccompanied               Working   \n",
       "8750         450000.0          Family  Commercial associate   \n",
       "8751         900000.0   Unaccompanied               Working   \n",
       "\n",
       "                NAME_EDUCATION_TYPE    NAME_FAMILY_STATUS  NAME_HOUSING_TYPE  \\\n",
       "0     Secondary / secondary special  Single / not married  House / apartment   \n",
       "1     Secondary / secondary special  Single / not married  House / apartment   \n",
       "2     Secondary / secondary special                 Widow  House / apartment   \n",
       "3     Secondary / secondary special                 Widow  House / apartment   \n",
       "4     Secondary / secondary special  Single / not married  House / apartment   \n",
       "5     Secondary / secondary special  Single / not married  House / apartment   \n",
       "6                  Higher education               Married  House / apartment   \n",
       "7                  Higher education               Married  House / apartment   \n",
       "8     Secondary / secondary special                 Widow  House / apartment   \n",
       "9     Secondary / secondary special                 Widow  House / apartment   \n",
       "10    Secondary / secondary special        Civil marriage  House / apartment   \n",
       "11    Secondary / secondary special        Civil marriage  House / apartment   \n",
       "12                 Higher education               Married  House / apartment   \n",
       "13                 Higher education               Married  House / apartment   \n",
       "14    Secondary / secondary special               Married  House / apartment   \n",
       "15    Secondary / secondary special               Married  House / apartment   \n",
       "16                 Higher education                 Widow  House / apartment   \n",
       "17                 Higher education                 Widow  House / apartment   \n",
       "18    Secondary / secondary special               Married  House / apartment   \n",
       "19    Secondary / secondary special               Married  House / apartment   \n",
       "20    Secondary / secondary special               Married  House / apartment   \n",
       "21    Secondary / secondary special               Married  House / apartment   \n",
       "22                 Higher education               Married  House / apartment   \n",
       "23                 Higher education               Married  House / apartment   \n",
       "24    Secondary / secondary special             Separated  House / apartment   \n",
       "...                             ...                   ...                ...   \n",
       "8727  Secondary / secondary special  Single / not married  House / apartment   \n",
       "8728  Secondary / secondary special               Married  House / apartment   \n",
       "8729  Secondary / secondary special               Married  House / apartment   \n",
       "8730              Incomplete higher               Married  House / apartment   \n",
       "8731              Incomplete higher               Married  House / apartment   \n",
       "8732  Secondary / secondary special               Married  House / apartment   \n",
       "8733  Secondary / secondary special               Married  House / apartment   \n",
       "8734  Secondary / secondary special               Married  House / apartment   \n",
       "8735  Secondary / secondary special               Married  House / apartment   \n",
       "8736  Secondary / secondary special                 Widow  House / apartment   \n",
       "8737  Secondary / secondary special                 Widow  House / apartment   \n",
       "8738               Higher education               Married  House / apartment   \n",
       "8739               Higher education               Married  House / apartment   \n",
       "8740               Higher education               Married  House / apartment   \n",
       "8741               Higher education               Married  House / apartment   \n",
       "8742  Secondary / secondary special        Civil marriage       With parents   \n",
       "8743  Secondary / secondary special        Civil marriage       With parents   \n",
       "8744  Secondary / secondary special  Single / not married       With parents   \n",
       "8745  Secondary / secondary special  Single / not married       With parents   \n",
       "8746              Incomplete higher  Single / not married       With parents   \n",
       "8747              Incomplete higher  Single / not married       With parents   \n",
       "8748               Higher education  Single / not married  House / apartment   \n",
       "8749               Higher education  Single / not married  House / apartment   \n",
       "8750  Secondary / secondary special        Civil marriage  House / apartment   \n",
       "8751  Secondary / secondary special        Civil marriage  House / apartment   \n",
       "\n",
       "      REGION_POPULATION_RELATIVE  DAYS_BIRTH  DAYS_EMPLOYED  \\\n",
       "0                       0.007120      -24455         365243   \n",
       "1                       0.007120      -24455         365243   \n",
       "2                       0.026392      -23628         365243   \n",
       "3                       0.026392      -23628         365243   \n",
       "4                       0.007120      -24624         365243   \n",
       "5                       0.007120      -24624         365243   \n",
       "6                       0.007274      -23820         -13652   \n",
       "7                       0.007274      -23906         -13738   \n",
       "8                       0.020246      -23706         365243   \n",
       "9                       0.020246      -23706         365243   \n",
       "10                      0.026392      -23664         365243   \n",
       "11                      0.026392      -23664         365243   \n",
       "12                      0.010006      -23746          -1754   \n",
       "13                      0.010006      -23523          -1531   \n",
       "14                      0.020713      -22881         365243   \n",
       "15                      0.020713      -22881         365243   \n",
       "16                      0.026392      -25196         365243   \n",
       "17                      0.026392      -25196         365243   \n",
       "18                      0.020246      -23085         365243   \n",
       "19                      0.020246      -23085         365243   \n",
       "20                      0.018801      -21842          -3492   \n",
       "21                      0.018801      -21725          -3375   \n",
       "22                      0.035792      -21856           -758   \n",
       "23                      0.035792      -21649           -551   \n",
       "24                      0.035792      -21961           -563   \n",
       "...                          ...         ...            ...   \n",
       "8727                    0.010643       -9409          -2116   \n",
       "8728                    0.003813      -12777          -2529   \n",
       "8729                    0.003813      -12777          -2529   \n",
       "8730                    0.018209       -8230          -1069   \n",
       "8731                    0.018209       -8354          -1193   \n",
       "8732                    0.020713      -12551          -4102   \n",
       "8733                    0.020713      -12422          -3973   \n",
       "8734                    0.010276      -11664          -2862   \n",
       "8735                    0.010276      -11494          -2692   \n",
       "8736                    0.011703      -12718           -182   \n",
       "8737                    0.011703      -13024           -488   \n",
       "8738                    0.015221      -10522          -1965   \n",
       "8739                    0.015221      -10833          -2276   \n",
       "8740                    0.007274       -9179           -859   \n",
       "8741                    0.007274       -9164           -844   \n",
       "8742                    0.019689       -8101           -765   \n",
       "8743                    0.019689       -8197           -861   \n",
       "8744                    0.010276       -8579           -105   \n",
       "8745                    0.010276       -8674           -200   \n",
       "8746                    0.006629       -8550          -1154   \n",
       "8747                    0.006629       -8550          -1154   \n",
       "8748                    0.024610       -8866          -1797   \n",
       "8749                    0.024610       -8866          -1797   \n",
       "8750                    0.018209      -10624          -2387   \n",
       "8751                    0.018209      -10863          -2626   \n",
       "\n",
       "      DAYS_REGISTRATION  DAYS_ID_PUBLISH  OWN_CAR_AGE  FLAG_MOBIL  \\\n",
       "0                -378.0            -4101         19.0           1   \n",
       "1                -378.0            -4101         19.0           1   \n",
       "2                -113.0            -4545          NaN           1   \n",
       "3                -113.0            -4545          NaN           1   \n",
       "4               -1512.0            -4114          NaN           1   \n",
       "5               -1512.0            -4114          NaN           1   \n",
       "6               -1408.0            -5146          NaN           1   \n",
       "7               -1494.0            -5232          NaN           1   \n",
       "8               -1377.0            -4294         19.0           1   \n",
       "9               -1377.0            -4294         19.0           1   \n",
       "10              -1371.0            -4560          6.0           1   \n",
       "11              -1371.0            -4560          6.0           1   \n",
       "12              -1539.0            -5098          NaN           1   \n",
       "13              -1316.0            -4875          NaN           1   \n",
       "14               -709.0            -5252          NaN           1   \n",
       "15               -709.0            -5252          NaN           1   \n",
       "16              -3355.0            -3352          NaN           1   \n",
       "17              -3355.0            -3352          NaN           1   \n",
       "18              -1428.0            -4579          NaN           1   \n",
       "19              -1428.0            -4579          NaN           1   \n",
       "20               -263.0            -4932          NaN           1   \n",
       "21               -146.0            -4815          NaN           1   \n",
       "22               -360.0            -2858         10.0           1   \n",
       "23               -153.0            -2651         16.0           1   \n",
       "24               -488.0            -4410          5.0           1   \n",
       "...                 ...              ...          ...         ...   \n",
       "8727            -9402.0            -2079          NaN           1   \n",
       "8728           -12771.0            -1040         10.0           1   \n",
       "8729           -12771.0            -1040         10.0           1   \n",
       "8730            -8225.0             -114          NaN           1   \n",
       "8731            -8349.0             -238          NaN           1   \n",
       "8732           -12551.0             -688          NaN           1   \n",
       "8733           -12422.0             -559          NaN           1   \n",
       "8734           -11664.0             -727          NaN           1   \n",
       "8735           -11494.0             -557          NaN           1   \n",
       "8736           -12718.0            -2945          7.0           1   \n",
       "8737           -13024.0            -3251          NaN           1   \n",
       "8738           -10522.0             -874          NaN           1   \n",
       "8739           -10833.0            -1185          NaN           1   \n",
       "8740            -9179.0             -406          2.0           1   \n",
       "8741            -9164.0             -391          2.0           1   \n",
       "8742            -8101.0             -589          NaN           1   \n",
       "8743            -8197.0             -685          NaN           1   \n",
       "8744            -8579.0            -1228          NaN           1   \n",
       "8745            -8674.0            -1323          NaN           1   \n",
       "8746            -8550.0            -1207          NaN           1   \n",
       "8747            -8550.0            -1207          NaN           1   \n",
       "8748            -8866.0            -1524          NaN           1   \n",
       "8749            -8866.0            -1524          NaN           1   \n",
       "8750           -10624.0            -3302          NaN           1   \n",
       "8751           -10863.0            -3541          NaN           1   \n",
       "\n",
       "      FLAG_EMP_PHONE  FLAG_WORK_PHONE  FLAG_CONT_MOBILE  FLAG_PHONE  \\\n",
       "0                  0                0                 1           0   \n",
       "1                  0                0                 1           0   \n",
       "2                  0                0                 1           0   \n",
       "3                  0                0                 1           0   \n",
       "4                  0                0                 1           0   \n",
       "5                  0                0                 1           0   \n",
       "6                  1                0                 1           0   \n",
       "7                  1                0                 1           0   \n",
       "8                  0                0                 1           1   \n",
       "9                  0                0                 1           1   \n",
       "10                 0                0                 1           0   \n",
       "11                 0                0                 1           0   \n",
       "12                 1                0                 1           0   \n",
       "13                 1                0                 1           1   \n",
       "14                 0                0                 1           0   \n",
       "15                 0                0                 1           0   \n",
       "16                 0                0                 1           1   \n",
       "17                 0                0                 1           1   \n",
       "18                 0                0                 1           1   \n",
       "19                 0                0                 1           1   \n",
       "20                 1                0                 1           0   \n",
       "21                 1                1                 1           0   \n",
       "22                 1                0                 1           0   \n",
       "23                 1                0                 1           1   \n",
       "24                 1                0                 1           0   \n",
       "...              ...              ...               ...         ...   \n",
       "8727               1                0                 1           0   \n",
       "8728               1                1                 1           0   \n",
       "8729               1                1                 1           1   \n",
       "8730               1                0                 1           0   \n",
       "8731               1                0                 1           0   \n",
       "8732               1                0                 1           1   \n",
       "8733               1                0                 1           1   \n",
       "8734               1                0                 1           0   \n",
       "8735               1                0                 1           1   \n",
       "8736               1                0                 1           0   \n",
       "8737               1                0                 1           0   \n",
       "8738               1                0                 1           0   \n",
       "8739               1                0                 1           0   \n",
       "8740               1                0                 1           0   \n",
       "8741               1                1                 1           1   \n",
       "8742               1                0                 1           0   \n",
       "8743               1                0                 1           0   \n",
       "8744               1                0                 1           0   \n",
       "8745               1                0                 1           0   \n",
       "8746               1                0                 1           0   \n",
       "8747               1                0                 1           0   \n",
       "8748               1                0                 1           0   \n",
       "8749               1                0                 1           0   \n",
       "8750               1                0                 1           0   \n",
       "8751               1                1                 1           1   \n",
       "\n",
       "      FLAG_EMAIL     OCCUPATION_TYPE  CNT_FAM_MEMBERS  REGION_RATING_CLIENT  \\\n",
       "0              0                 NaN              1.0                     2   \n",
       "1              0                 NaN              1.0                     2   \n",
       "2              0                 NaN              1.0                     2   \n",
       "3              0                 NaN              1.0                     2   \n",
       "4              0                 NaN              1.0                     2   \n",
       "5              0                 NaN              1.0                     2   \n",
       "6              0            Laborers              2.0                     2   \n",
       "7              0            Laborers              2.0                     2   \n",
       "8              0                 NaN              1.0                     3   \n",
       "9              0                 NaN              1.0                     3   \n",
       "10             0                 NaN              2.0                     2   \n",
       "11             0                 NaN              2.0                     2   \n",
       "12             0                 NaN              2.0                     2   \n",
       "13             0                 NaN              2.0                     2   \n",
       "14             0                 NaN              2.0                     3   \n",
       "15             0                 NaN              2.0                     3   \n",
       "16             0                 NaN              1.0                     2   \n",
       "17             0                 NaN              1.0                     2   \n",
       "18             0                 NaN              2.0                     3   \n",
       "19             0                 NaN              2.0                     3   \n",
       "20             0             Drivers              2.0                     2   \n",
       "21             0             Drivers              2.0                     2   \n",
       "22             0            Managers              2.0                     2   \n",
       "23             0            Managers              2.0                     2   \n",
       "24             0            Laborers              1.0                     2   \n",
       "...          ...                 ...              ...                   ...   \n",
       "8727           0      Medicine staff              1.0                     2   \n",
       "8728           0          Core staff              5.0                     2   \n",
       "8729           0          Core staff              5.0                     2   \n",
       "8730           0         Sales staff              2.0                     3   \n",
       "8731           0         Sales staff              2.0                     3   \n",
       "8732           0         Sales staff              4.0                     3   \n",
       "8733           0         Sales staff              4.0                     3   \n",
       "8734           1            Managers              2.0                     2   \n",
       "8735           0            Managers              3.0                     2   \n",
       "8736           0                 NaN              2.0                     2   \n",
       "8737           0                 NaN              2.0                     2   \n",
       "8738           0             Drivers              2.0                     2   \n",
       "8739           1             Drivers              3.0                     2   \n",
       "8740           0            Laborers              3.0                     2   \n",
       "8741           0            Laborers              3.0                     2   \n",
       "8742           0         Sales staff              2.0                     2   \n",
       "8743           0         Sales staff              2.0                     2   \n",
       "8744           0  Low-skill Laborers              1.0                     2   \n",
       "8745           0  Low-skill Laborers              1.0                     2   \n",
       "8746           0         Accountants              1.0                     2   \n",
       "8747           0         Accountants              1.0                     2   \n",
       "8748           0          Core staff              1.0                     2   \n",
       "8749           0          Core staff              1.0                     2   \n",
       "8750           0       Cooking staff              2.0                     3   \n",
       "8751           0       Cooking staff              2.0                     3   \n",
       "\n",
       "      REGION_RATING_CLIENT_W_CITY WEEKDAY_APPR_PROCESS_START  \\\n",
       "0                               2                   THURSDAY   \n",
       "1                               2                   THURSDAY   \n",
       "2                               2                     FRIDAY   \n",
       "3                               2                     FRIDAY   \n",
       "4                               2                    TUESDAY   \n",
       "5                               2                    TUESDAY   \n",
       "6                               2                    TUESDAY   \n",
       "7                               2                   THURSDAY   \n",
       "8                               3                     MONDAY   \n",
       "9                               3                     MONDAY   \n",
       "10                              2                     MONDAY   \n",
       "11                              2                     MONDAY   \n",
       "12                              1                     MONDAY   \n",
       "13                              1                     MONDAY   \n",
       "14                              3                     MONDAY   \n",
       "15                              3                     MONDAY   \n",
       "16                              2                     MONDAY   \n",
       "17                              2                     MONDAY   \n",
       "18                              3                    TUESDAY   \n",
       "19                              3                    TUESDAY   \n",
       "20                              2                     FRIDAY   \n",
       "21                              2                   THURSDAY   \n",
       "22                              2                     SUNDAY   \n",
       "23                              2                  WEDNESDAY   \n",
       "24                              2                  WEDNESDAY   \n",
       "...                           ...                        ...   \n",
       "8727                            2                   THURSDAY   \n",
       "8728                            2                     MONDAY   \n",
       "8729                            2                     MONDAY   \n",
       "8730                            3                     MONDAY   \n",
       "8731                            3                     FRIDAY   \n",
       "8732                            3                   THURSDAY   \n",
       "8733                            3                   THURSDAY   \n",
       "8734                            2                   THURSDAY   \n",
       "8735                            2                    TUESDAY   \n",
       "8736                            2                   SATURDAY   \n",
       "8737                            2                   THURSDAY   \n",
       "8738                            2                     MONDAY   \n",
       "8739                            2                   THURSDAY   \n",
       "8740                            2                  WEDNESDAY   \n",
       "8741                            2                    TUESDAY   \n",
       "8742                            2                   THURSDAY   \n",
       "8743                            2                    TUESDAY   \n",
       "8744                            2                   SATURDAY   \n",
       "8745                            2                  WEDNESDAY   \n",
       "8746                            2                     FRIDAY   \n",
       "8747                            2                     FRIDAY   \n",
       "8748                            2                     SUNDAY   \n",
       "8749                            2                     SUNDAY   \n",
       "8750                            3                     SUNDAY   \n",
       "8751                            3                  WEDNESDAY   \n",
       "\n",
       "      HOUR_APPR_PROCESS_START  REG_REGION_NOT_LIVE_REGION  \\\n",
       "0                          17                           0   \n",
       "1                          17                           0   \n",
       "2                          15                           0   \n",
       "3                          16                           0   \n",
       "4                          17                           0   \n",
       "5                          17                           0   \n",
       "6                          14                           0   \n",
       "7                          14                           0   \n",
       "8                          12                           0   \n",
       "9                          12                           0   \n",
       "10                         11                           0   \n",
       "11                         11                           0   \n",
       "12                         15                           0   \n",
       "13                         10                           0   \n",
       "14                          7                           0   \n",
       "15                          7                           0   \n",
       "16                         16                           0   \n",
       "17                         16                           0   \n",
       "18                         12                           0   \n",
       "19                         12                           0   \n",
       "20                         12                           0   \n",
       "21                         13                           0   \n",
       "22                         11                           0   \n",
       "23                         11                           0   \n",
       "24                         17                           0   \n",
       "...                       ...                         ...   \n",
       "8727                       10                           0   \n",
       "8728                        6                           0   \n",
       "8729                        6                           0   \n",
       "8730                       10                           0   \n",
       "8731                        9                           0   \n",
       "8732                        3                           0   \n",
       "8733                       12                           0   \n",
       "8734                       15                           0   \n",
       "8735                       13                           0   \n",
       "8736                       11                           0   \n",
       "8737                       17                           0   \n",
       "8738                       15                           0   \n",
       "8739                        8                           0   \n",
       "8740                       10                           0   \n",
       "8741                       15                           0   \n",
       "8742                       12                           0   \n",
       "8743                        8                           0   \n",
       "8744                       17                           0   \n",
       "8745                       17                           0   \n",
       "8746                       12                           0   \n",
       "8747                       10                           0   \n",
       "8748                       15                           0   \n",
       "8749                       14                           0   \n",
       "8750                       10                           0   \n",
       "8751                        9                           0   \n",
       "\n",
       "      REG_REGION_NOT_WORK_REGION  LIVE_REGION_NOT_WORK_REGION  \\\n",
       "0                              0                            0   \n",
       "1                              0                            0   \n",
       "2                              0                            0   \n",
       "3                              0                            0   \n",
       "4                              0                            0   \n",
       "5                              0                            0   \n",
       "6                              0                            0   \n",
       "7                              0                            0   \n",
       "8                              0                            0   \n",
       "9                              0                            0   \n",
       "10                             0                            0   \n",
       "11                             0                            0   \n",
       "12                             0                            0   \n",
       "13                             0                            0   \n",
       "14                             0                            0   \n",
       "15                             0                            0   \n",
       "16                             0                            0   \n",
       "17                             0                            0   \n",
       "18                             0                            0   \n",
       "19                             0                            0   \n",
       "20                             0                            0   \n",
       "21                             0                            0   \n",
       "22                             1                            1   \n",
       "23                             1                            1   \n",
       "24                             0                            0   \n",
       "...                          ...                          ...   \n",
       "8727                           0                            0   \n",
       "8728                           0                            0   \n",
       "8729                           0                            0   \n",
       "8730                           0                            0   \n",
       "8731                           0                            0   \n",
       "8732                           0                            0   \n",
       "8733                           0                            0   \n",
       "8734                           0                            0   \n",
       "8735                           0                            0   \n",
       "8736                           0                            0   \n",
       "8737                           0                            0   \n",
       "8738                           0                            0   \n",
       "8739                           0                            0   \n",
       "8740                           0                            0   \n",
       "8741                           0                            0   \n",
       "8742                           0                            0   \n",
       "8743                           0                            0   \n",
       "8744                           0                            0   \n",
       "8745                           0                            0   \n",
       "8746                           0                            0   \n",
       "8747                           0                            0   \n",
       "8748                           0                            0   \n",
       "8749                           0                            0   \n",
       "8750                           0                            0   \n",
       "8751                           0                            0   \n",
       "\n",
       "      REG_CITY_NOT_LIVE_CITY  REG_CITY_NOT_WORK_CITY  LIVE_CITY_NOT_WORK_CITY  \\\n",
       "0                          0                       0                        0   \n",
       "1                          0                       0                        0   \n",
       "2                          0                       0                        0   \n",
       "3                          0                       0                        0   \n",
       "4                          0                       0                        0   \n",
       "5                          0                       0                        0   \n",
       "6                          0                       0                        0   \n",
       "7                          0                       0                        0   \n",
       "8                          0                       0                        0   \n",
       "9                          0                       0                        0   \n",
       "10                         0                       0                        0   \n",
       "11                         0                       0                        0   \n",
       "12                         0                       0                        0   \n",
       "13                         0                       0                        0   \n",
       "14                         0                       0                        0   \n",
       "15                         0                       0                        0   \n",
       "16                         0                       0                        0   \n",
       "17                         0                       0                        0   \n",
       "18                         0                       0                        0   \n",
       "19                         0                       0                        0   \n",
       "20                         0                       1                        1   \n",
       "21                         0                       1                        1   \n",
       "22                         0                       1                        1   \n",
       "23                         0                       1                        1   \n",
       "24                         0                       1                        1   \n",
       "...                      ...                     ...                      ...   \n",
       "8727                       1                       1                        0   \n",
       "8728                       0                       0                        0   \n",
       "8729                       0                       0                        0   \n",
       "8730                       1                       1                        0   \n",
       "8731                       1                       1                        0   \n",
       "8732                       0                       0                        0   \n",
       "8733                       0                       0                        0   \n",
       "8734                       0                       0                        0   \n",
       "8735                       0                       0                        0   \n",
       "8736                       0                       0                        0   \n",
       "8737                       0                       0                        0   \n",
       "8738                       1                       1                        0   \n",
       "8739                       1                       1                        0   \n",
       "8740                       0                       1                        1   \n",
       "8741                       0                       1                        1   \n",
       "8742                       1                       1                        0   \n",
       "8743                       1                       1                        0   \n",
       "8744                       0                       0                        0   \n",
       "8745                       0                       0                        0   \n",
       "8746                       0                       0                        0   \n",
       "8747                       0                       0                        0   \n",
       "8748                       0                       0                        0   \n",
       "8749                       0                       0                        0   \n",
       "8750                       0                       1                        1   \n",
       "8751                       0                       1                        1   \n",
       "\n",
       "           ORGANIZATION_TYPE  EXT_SOURCE_1  EXT_SOURCE_2  EXT_SOURCE_3  \\\n",
       "0                        XNA           NaN      0.172067           NaN   \n",
       "1                        XNA           NaN           NaN           NaN   \n",
       "2                        XNA           NaN           NaN      0.783832   \n",
       "3                        XNA           NaN      0.612031      0.783832   \n",
       "4                        XNA           NaN      0.194215      0.766234   \n",
       "5                        XNA           NaN           NaN      0.766234   \n",
       "6                 University           NaN      0.586193      0.706205   \n",
       "7                 University           NaN      0.635352      0.718033   \n",
       "8                        XNA           NaN      0.227159      0.394495   \n",
       "9                        XNA           NaN           NaN      0.394495   \n",
       "10                       XNA      0.830298           NaN      0.801601   \n",
       "11                       XNA      0.830298      0.590303      0.801601   \n",
       "12                     Other           NaN      0.502331      0.710674   \n",
       "13                     Other      0.784492      0.661461      0.736623   \n",
       "14                       XNA           NaN           NaN           NaN   \n",
       "15                       XNA           NaN      0.392322           NaN   \n",
       "16                       XNA      0.906990           NaN      0.681706   \n",
       "17                       XNA      0.906990      0.568758      0.681706   \n",
       "18                       XNA           NaN      0.033521           NaN   \n",
       "19                       XNA           NaN           NaN           NaN   \n",
       "20                     Other      0.726349      0.552357      0.738020   \n",
       "21                     Other      0.653392      0.709561      0.602386   \n",
       "22              Construction      0.227063      0.033072           NaN   \n",
       "23              Construction      0.339327      0.262258           NaN   \n",
       "24          Industry: type 9           NaN      0.729886      0.689479   \n",
       "...                      ...           ...           ...           ...   \n",
       "8727                Medicine      0.536241      0.733068           NaN   \n",
       "8728                  School           NaN           NaN      0.138513   \n",
       "8729                  School           NaN      0.205905      0.138513   \n",
       "8730           Self-employed      0.300826      0.204386           NaN   \n",
       "8731           Self-employed      0.762789      0.229935           NaN   \n",
       "8732        Industry: type 4           NaN      0.401913      0.513694   \n",
       "8733        Industry: type 4           NaN      0.568141      0.479449   \n",
       "8734  Business Entity Type 3      0.652330      0.649800      0.365617   \n",
       "8735  Business Entity Type 3      0.590877      0.639042      0.380800   \n",
       "8736  Business Entity Type 2           NaN      0.659293      0.609276   \n",
       "8737  Business Entity Type 2      0.315055      0.483208      0.495666   \n",
       "8738            Kindergarten      0.421616      0.664325      0.621226   \n",
       "8739            Kindergarten      0.440616      0.005647      0.579727   \n",
       "8740                 Telecom           NaN      0.460129           NaN   \n",
       "8741                 Telecom           NaN      0.614386           NaN   \n",
       "8742           Trade: type 3      0.830687      0.511092           NaN   \n",
       "8743           Trade: type 3      0.723721      0.594258           NaN   \n",
       "8744                   Other           NaN      0.578860           NaN   \n",
       "8745                   Other           NaN      0.137303           NaN   \n",
       "8746  Business Entity Type 3      0.365139      0.226806           NaN   \n",
       "8747  Business Entity Type 3      0.365139           NaN           NaN   \n",
       "8748                  School      0.453012      0.660049      0.457900   \n",
       "8749                  School      0.453012           NaN      0.457900   \n",
       "8750           Self-employed           NaN      0.456611           NaN   \n",
       "8751           Self-employed      0.269510      0.242731           NaN   \n",
       "\n",
       "      APARTMENTS_AVG  BASEMENTAREA_AVG  YEARS_BEGINEXPLUATATION_AVG  \\\n",
       "0                NaN               NaN                       0.9801   \n",
       "1                NaN               NaN                       0.9801   \n",
       "2             0.2485            0.1783                       0.9886   \n",
       "3             0.2485            0.1783                       0.9886   \n",
       "4             0.0722               NaN                       0.9781   \n",
       "5             0.0722               NaN                       0.9781   \n",
       "6             0.0247               NaN                       0.9945   \n",
       "7             0.0247               NaN                       0.9945   \n",
       "8                NaN               NaN                          NaN   \n",
       "9                NaN               NaN                          NaN   \n",
       "10               NaN               NaN                          NaN   \n",
       "11               NaN               NaN                          NaN   \n",
       "12            0.1340            0.1666                       0.9856   \n",
       "13            0.1340            0.1666                       0.9861   \n",
       "14               NaN               NaN                          NaN   \n",
       "15               NaN               NaN                          NaN   \n",
       "16               NaN               NaN                          NaN   \n",
       "17               NaN               NaN                          NaN   \n",
       "18            0.0124            0.0000                       0.9677   \n",
       "19            0.0124            0.0000                       0.9677   \n",
       "20               NaN               NaN                          NaN   \n",
       "21               NaN               NaN                          NaN   \n",
       "22               NaN               NaN                          NaN   \n",
       "23               NaN               NaN                          NaN   \n",
       "24               NaN               NaN                          NaN   \n",
       "...              ...               ...                          ...   \n",
       "8727          0.0124               NaN                       0.9841   \n",
       "8728             NaN               NaN                          NaN   \n",
       "8729             NaN               NaN                          NaN   \n",
       "8730             NaN               NaN                          NaN   \n",
       "8731             NaN               NaN                          NaN   \n",
       "8732             NaN               NaN                          NaN   \n",
       "8733             NaN               NaN                          NaN   \n",
       "8734             NaN               NaN                          NaN   \n",
       "8735             NaN               NaN                          NaN   \n",
       "8736          0.0010               NaN                       0.9657   \n",
       "8737          0.0010               NaN                       0.9652   \n",
       "8738             NaN               NaN                          NaN   \n",
       "8739             NaN               NaN                          NaN   \n",
       "8740          0.0186            0.0345                       0.9841   \n",
       "8741          0.0186            0.0345                       0.9841   \n",
       "8742             NaN               NaN                          NaN   \n",
       "8743             NaN               NaN                          NaN   \n",
       "8744          0.1268            0.1364                       0.9786   \n",
       "8745          0.1268            0.1364                       0.9786   \n",
       "8746          0.2053            0.0000                       0.9866   \n",
       "8747          0.2053            0.0000                       0.9866   \n",
       "8748          0.1227            0.1101                       0.9806   \n",
       "8749          0.1227            0.1101                       0.9806   \n",
       "8750             NaN               NaN                          NaN   \n",
       "8751             NaN               NaN                          NaN   \n",
       "\n",
       "      YEARS_BUILD_AVG  COMMONAREA_AVG   ...    FLOORSMAX_MEDI  FLOORSMIN_MEDI  \\\n",
       "0                 NaN             NaN   ...            0.1667             NaN   \n",
       "1                 NaN             NaN   ...            0.1667             NaN   \n",
       "2                 NaN             NaN   ...            0.3333             NaN   \n",
       "3                 NaN             NaN   ...            0.3333             NaN   \n",
       "4                 NaN             NaN   ...            0.1667             NaN   \n",
       "5                 NaN             NaN   ...            0.1667             NaN   \n",
       "6                 NaN             NaN   ...            0.2083             NaN   \n",
       "7                 NaN             NaN   ...            0.2083             NaN   \n",
       "8                 NaN             NaN   ...               NaN             NaN   \n",
       "9                 NaN             NaN   ...               NaN             NaN   \n",
       "10                NaN             NaN   ...               NaN             NaN   \n",
       "11                NaN             NaN   ...               NaN             NaN   \n",
       "12             0.8028          0.0347   ...            0.1667          0.2083   \n",
       "13             0.8096          0.0347   ...            0.1667          0.2083   \n",
       "14                NaN             NaN   ...               NaN             NaN   \n",
       "15                NaN             NaN   ...               NaN             NaN   \n",
       "16                NaN             NaN   ...               NaN             NaN   \n",
       "17                NaN             NaN   ...               NaN             NaN   \n",
       "18             0.5580          0.0023   ...            0.0417          0.0833   \n",
       "19             0.5580          0.0023   ...            0.0417          0.0833   \n",
       "20                NaN             NaN   ...               NaN             NaN   \n",
       "21                NaN             NaN   ...               NaN             NaN   \n",
       "22                NaN             NaN   ...               NaN             NaN   \n",
       "23                NaN             NaN   ...               NaN             NaN   \n",
       "24                NaN             NaN   ...               NaN             NaN   \n",
       "...               ...             ...   ...               ...             ...   \n",
       "8727              NaN             NaN   ...            0.0417             NaN   \n",
       "8728              NaN             NaN   ...               NaN             NaN   \n",
       "8729              NaN             NaN   ...               NaN             NaN   \n",
       "8730              NaN             NaN   ...               NaN             NaN   \n",
       "8731              NaN             NaN   ...               NaN             NaN   \n",
       "8732              NaN             NaN   ...               NaN             NaN   \n",
       "8733              NaN             NaN   ...               NaN             NaN   \n",
       "8734              NaN             NaN   ...               NaN             NaN   \n",
       "8735              NaN             NaN   ...               NaN             NaN   \n",
       "8736           0.5308          0.0008   ...            0.0000          0.0417   \n",
       "8737           0.5240          0.0008   ...            0.0000          0.0417   \n",
       "8738              NaN             NaN   ...               NaN             NaN   \n",
       "8739              NaN             NaN   ...               NaN             NaN   \n",
       "8740           0.7824          0.0000   ...            0.0417          0.0833   \n",
       "8741           0.7824          0.0000   ...            0.0417          0.0833   \n",
       "8742              NaN             NaN   ...               NaN             NaN   \n",
       "8743              NaN             NaN   ...               NaN             NaN   \n",
       "8744              NaN             NaN   ...            0.1667             NaN   \n",
       "8745              NaN             NaN   ...            0.1667             NaN   \n",
       "8746           0.8232          0.0191   ...            0.1667          0.2083   \n",
       "8747           0.8232          0.0191   ...            0.1667          0.2083   \n",
       "8748           0.7348          0.0506   ...            0.1667          0.2083   \n",
       "8749           0.7348          0.0506   ...            0.1667          0.2083   \n",
       "8750              NaN             NaN   ...               NaN             NaN   \n",
       "8751              NaN             NaN   ...               NaN             NaN   \n",
       "\n",
       "      LANDAREA_MEDI  LIVINGAPARTMENTS_MEDI  LIVINGAREA_MEDI  \\\n",
       "0            0.0651                    NaN              NaN   \n",
       "1            0.0651                    NaN              NaN   \n",
       "2            0.1698                    NaN           0.2601   \n",
       "3            0.1698                    NaN           0.2601   \n",
       "4            0.0628                    NaN           0.0584   \n",
       "5            0.0628                    NaN           0.0584   \n",
       "6               NaN                    NaN           0.0237   \n",
       "7               NaN                    NaN           0.0237   \n",
       "8               NaN                    NaN              NaN   \n",
       "9               NaN                    NaN              NaN   \n",
       "10              NaN                    NaN              NaN   \n",
       "11              NaN                    NaN              NaN   \n",
       "12           0.1438                 0.1095           0.1520   \n",
       "13           0.1438                 0.1095           0.1520   \n",
       "14              NaN                    NaN              NaN   \n",
       "15              NaN                    NaN              NaN   \n",
       "16              NaN                    NaN              NaN   \n",
       "17              NaN                    NaN              NaN   \n",
       "18           0.0231                 0.0103           0.0158   \n",
       "19           0.0231                 0.0103           0.0158   \n",
       "20              NaN                    NaN              NaN   \n",
       "21              NaN                    NaN              NaN   \n",
       "22              NaN                    NaN              NaN   \n",
       "23              NaN                    NaN              NaN   \n",
       "24              NaN                    NaN              NaN   \n",
       "...             ...                    ...              ...   \n",
       "8727            NaN                    NaN           0.0115   \n",
       "8728            NaN                    NaN              NaN   \n",
       "8729            NaN                    NaN              NaN   \n",
       "8730            NaN                    NaN              NaN   \n",
       "8731            NaN                    NaN              NaN   \n",
       "8732            NaN                    NaN              NaN   \n",
       "8733            NaN                    NaN              NaN   \n",
       "8734            NaN                    NaN              NaN   \n",
       "8735            NaN                    NaN              NaN   \n",
       "8736         0.0000                 0.0009           0.0010   \n",
       "8737         0.0000                 0.0009           0.0010   \n",
       "8738            NaN                    NaN              NaN   \n",
       "8739            NaN                    NaN              NaN   \n",
       "8740         0.0000                 0.0154           0.0156   \n",
       "8741         0.0000                 0.0154           0.0156   \n",
       "8742            NaN                    NaN              NaN   \n",
       "8743            NaN                    NaN              NaN   \n",
       "8744         0.1413                    NaN           0.1162   \n",
       "8745         0.1413                    NaN           0.1162   \n",
       "8746         0.0260                 0.4626           0.1245   \n",
       "8747         0.0260                 0.4626           0.1245   \n",
       "8748         0.2496                    NaN           0.1157   \n",
       "8749         0.2496                    NaN           0.1157   \n",
       "8750            NaN                    NaN              NaN   \n",
       "8751            NaN                    NaN              NaN   \n",
       "\n",
       "      NONLIVINGAPARTMENTS_MEDI  NONLIVINGAREA_MEDI  FONDKAPREMONT_MODE  \\\n",
       "0                          NaN              0.0107                 NaN   \n",
       "1                          NaN              0.0107                 NaN   \n",
       "2                          NaN              0.0021                 NaN   \n",
       "3                          NaN              0.0021                 NaN   \n",
       "4                          NaN              0.0768                 NaN   \n",
       "5                          NaN              0.0768                 NaN   \n",
       "6                          NaN              0.0723                 NaN   \n",
       "7                          NaN              0.0723                 NaN   \n",
       "8                          NaN                 NaN                 NaN   \n",
       "9                          NaN                 NaN                 NaN   \n",
       "10                         NaN                 NaN                 NaN   \n",
       "11                         NaN                 NaN                 NaN   \n",
       "12                      0.0078              0.0232    reg oper account   \n",
       "13                      0.0078              0.0232    reg oper account   \n",
       "14                         NaN                 NaN                 NaN   \n",
       "15                         NaN                 NaN                 NaN   \n",
       "16                         NaN                 NaN                 NaN   \n",
       "17                         NaN                 NaN                 NaN   \n",
       "18                      0.0000              0.0000    reg oper account   \n",
       "19                      0.0000              0.0000    reg oper account   \n",
       "20                         NaN                 NaN                 NaN   \n",
       "21                         NaN                 NaN                 NaN   \n",
       "22                         NaN                 NaN                 NaN   \n",
       "23                         NaN                 NaN                 NaN   \n",
       "24                         NaN                 NaN                 NaN   \n",
       "...                        ...                 ...                 ...   \n",
       "8727                       NaN                 NaN                 NaN   \n",
       "8728                       NaN                 NaN                 NaN   \n",
       "8729                       NaN                 NaN                 NaN   \n",
       "8730                       NaN                 NaN                 NaN   \n",
       "8731                       NaN                 NaN                 NaN   \n",
       "8732                       NaN                 NaN                 NaN   \n",
       "8733                       NaN                 NaN                 NaN   \n",
       "8734                       NaN                 NaN                 NaN   \n",
       "8735                       NaN                 NaN                 NaN   \n",
       "8736                    0.0000              0.0000                 NaN   \n",
       "8737                    0.0000              0.0000                 NaN   \n",
       "8738                       NaN                 NaN                 NaN   \n",
       "8739                       NaN                 NaN                 NaN   \n",
       "8740                    0.0000              0.0059    reg oper account   \n",
       "8741                    0.0000              0.0059    reg oper account   \n",
       "8742                       NaN                 NaN                 NaN   \n",
       "8743                       NaN                 NaN                 NaN   \n",
       "8744                       NaN              0.0320                 NaN   \n",
       "8745                       NaN              0.0320                 NaN   \n",
       "8746                    0.0039              0.0000    reg oper account   \n",
       "8747                    0.0039              0.0000    reg oper account   \n",
       "8748                       NaN              0.0000    reg oper account   \n",
       "8749                       NaN              0.0000    reg oper account   \n",
       "8750                       NaN                 NaN                 NaN   \n",
       "8751                       NaN                 NaN                 NaN   \n",
       "\n",
       "      HOUSETYPE_MODE  TOTALAREA_MODE  WALLSMATERIAL_MODE  EMERGENCYSTATE_MODE  \\\n",
       "0     block of flats          0.0641        Stone, brick                   No   \n",
       "1     block of flats          0.0641        Stone, brick                   No   \n",
       "2     block of flats          0.2014               Panel                   No   \n",
       "3     block of flats          0.2014               Panel                   No   \n",
       "4     block of flats          0.0452        Stone, brick                   No   \n",
       "5     block of flats          0.0452        Stone, brick                   No   \n",
       "6     block of flats          0.0337        Stone, brick                   No   \n",
       "7     block of flats          0.0337        Stone, brick                   No   \n",
       "8                NaN             NaN                 NaN                  NaN   \n",
       "9                NaN             NaN                 NaN                  NaN   \n",
       "10               NaN             NaN                 NaN                  NaN   \n",
       "11               NaN             NaN                 NaN                  NaN   \n",
       "12    block of flats          0.1394               Panel                   No   \n",
       "13    block of flats          0.1394               Panel                   No   \n",
       "14               NaN             NaN                 NaN                  NaN   \n",
       "15               NaN             NaN                 NaN                  NaN   \n",
       "16               NaN             NaN                 NaN                  NaN   \n",
       "17               NaN             NaN                 NaN                  NaN   \n",
       "18    block of flats          0.0134        Stone, brick                  Yes   \n",
       "19    block of flats          0.0134        Stone, brick                  Yes   \n",
       "20               NaN             NaN                 NaN                  NaN   \n",
       "21               NaN             NaN                 NaN                  NaN   \n",
       "22               NaN             NaN                 NaN                  NaN   \n",
       "23               NaN             NaN                 NaN                  NaN   \n",
       "24               NaN             NaN                 NaN                  NaN   \n",
       "...              ...             ...                 ...                  ...   \n",
       "8727  block of flats          0.0089               Panel                   No   \n",
       "8728             NaN             NaN                 NaN                  NaN   \n",
       "8729             NaN             NaN                 NaN                  NaN   \n",
       "8730             NaN             NaN                 NaN                  NaN   \n",
       "8731             NaN             NaN                 NaN                  NaN   \n",
       "8732             NaN             NaN                 NaN                  NaN   \n",
       "8733             NaN             NaN                 NaN                  NaN   \n",
       "8734             NaN             NaN                 NaN                  NaN   \n",
       "8735             NaN             NaN                 NaN                  NaN   \n",
       "8736  block of flats          0.0013              Wooden                   No   \n",
       "8737  block of flats          0.0013              Wooden                   No   \n",
       "8738             NaN             NaN                 NaN                  NaN   \n",
       "8739             NaN             NaN                 NaN                  NaN   \n",
       "8740  block of flats          0.0133               Panel                   No   \n",
       "8741  block of flats          0.0133               Panel                   No   \n",
       "8742             NaN             NaN                 NaN                  NaN   \n",
       "8743             NaN             NaN                 NaN                  NaN   \n",
       "8744  block of flats          0.0978        Stone, brick                   No   \n",
       "8745  block of flats          0.0978        Stone, brick                   No   \n",
       "8746  block of flats          0.0734               Panel                   No   \n",
       "8747  block of flats          0.0734               Panel                   No   \n",
       "8748  block of flats          0.1171               Panel                   No   \n",
       "8749  block of flats          0.1171               Panel                   No   \n",
       "8750             NaN             NaN                 NaN                  NaN   \n",
       "8751             NaN             NaN                 NaN                  NaN   \n",
       "\n",
       "      OBS_30_CNT_SOCIAL_CIRCLE  DEF_30_CNT_SOCIAL_CIRCLE  \\\n",
       "0                          0.0                       0.0   \n",
       "1                          0.0                       0.0   \n",
       "2                          5.0                       3.0   \n",
       "3                          3.0                       2.0   \n",
       "4                          0.0                       0.0   \n",
       "5                          0.0                       0.0   \n",
       "6                          1.0                       0.0   \n",
       "7                          1.0                       0.0   \n",
       "8                          0.0                       0.0   \n",
       "9                          0.0                       0.0   \n",
       "10                         3.0                       2.0   \n",
       "11                         3.0                       2.0   \n",
       "12                         3.0                       0.0   \n",
       "13                         0.0                       0.0   \n",
       "14                         0.0                       0.0   \n",
       "15                         0.0                       0.0   \n",
       "16                         1.0                       1.0   \n",
       "17                         1.0                       1.0   \n",
       "18                         0.0                       0.0   \n",
       "19                         0.0                       0.0   \n",
       "20                         8.0                       0.0   \n",
       "21                         7.0                       0.0   \n",
       "22                         0.0                       0.0   \n",
       "23                         0.0                       0.0   \n",
       "24                         0.0                       0.0   \n",
       "...                        ...                       ...   \n",
       "8727                       0.0                       0.0   \n",
       "8728                       0.0                       0.0   \n",
       "8729                       0.0                       0.0   \n",
       "8730                       1.0                       1.0   \n",
       "8731                       4.0                       0.0   \n",
       "8732                       0.0                       0.0   \n",
       "8733                       0.0                       0.0   \n",
       "8734                       0.0                       0.0   \n",
       "8735                       0.0                       0.0   \n",
       "8736                       0.0                       0.0   \n",
       "8737                       0.0                       0.0   \n",
       "8738                       0.0                       0.0   \n",
       "8739                       0.0                       0.0   \n",
       "8740                       0.0                       0.0   \n",
       "8741                       0.0                       0.0   \n",
       "8742                       0.0                       0.0   \n",
       "8743                       0.0                       0.0   \n",
       "8744                       0.0                       0.0   \n",
       "8745                       0.0                       0.0   \n",
       "8746                       0.0                       0.0   \n",
       "8747                       0.0                       0.0   \n",
       "8748                       0.0                       0.0   \n",
       "8749                       0.0                       0.0   \n",
       "8750                       1.0                       0.0   \n",
       "8751                       0.0                       0.0   \n",
       "\n",
       "      OBS_60_CNT_SOCIAL_CIRCLE  DEF_60_CNT_SOCIAL_CIRCLE  \\\n",
       "0                          0.0                       0.0   \n",
       "1                          0.0                       0.0   \n",
       "2                          5.0                       1.0   \n",
       "3                          3.0                       1.0   \n",
       "4                          0.0                       0.0   \n",
       "5                          0.0                       0.0   \n",
       "6                          1.0                       0.0   \n",
       "7                          1.0                       0.0   \n",
       "8                          0.0                       0.0   \n",
       "9                          0.0                       0.0   \n",
       "10                         3.0                       1.0   \n",
       "11                         3.0                       1.0   \n",
       "12                         3.0                       0.0   \n",
       "13                         0.0                       0.0   \n",
       "14                         0.0                       0.0   \n",
       "15                         0.0                       0.0   \n",
       "16                         1.0                       0.0   \n",
       "17                         1.0                       0.0   \n",
       "18                         0.0                       0.0   \n",
       "19                         0.0                       0.0   \n",
       "20                         7.0                       0.0   \n",
       "21                         7.0                       0.0   \n",
       "22                         0.0                       0.0   \n",
       "23                         0.0                       0.0   \n",
       "24                         0.0                       0.0   \n",
       "...                        ...                       ...   \n",
       "8727                       0.0                       0.0   \n",
       "8728                       0.0                       0.0   \n",
       "8729                       0.0                       0.0   \n",
       "8730                       1.0                       1.0   \n",
       "8731                       4.0                       0.0   \n",
       "8732                       0.0                       0.0   \n",
       "8733                       0.0                       0.0   \n",
       "8734                       0.0                       0.0   \n",
       "8735                       0.0                       0.0   \n",
       "8736                       0.0                       0.0   \n",
       "8737                       0.0                       0.0   \n",
       "8738                       0.0                       0.0   \n",
       "8739                       0.0                       0.0   \n",
       "8740                       0.0                       0.0   \n",
       "8741                       0.0                       0.0   \n",
       "8742                       0.0                       0.0   \n",
       "8743                       0.0                       0.0   \n",
       "8744                       0.0                       0.0   \n",
       "8745                       0.0                       0.0   \n",
       "8746                       0.0                       0.0   \n",
       "8747                       0.0                       0.0   \n",
       "8748                       0.0                       0.0   \n",
       "8749                       0.0                       0.0   \n",
       "8750                       1.0                       0.0   \n",
       "8751                       0.0                       0.0   \n",
       "\n",
       "      DAYS_LAST_PHONE_CHANGE  FLAG_DOCUMENT_2  FLAG_DOCUMENT_3  \\\n",
       "0                    -2595.0                0                0   \n",
       "1                    -2595.0                0                0   \n",
       "2                        0.0                0                0   \n",
       "3                        0.0                0                0   \n",
       "4                    -1442.0                0                1   \n",
       "5                    -1442.0                0                0   \n",
       "6                     -267.0                0                1   \n",
       "7                     -353.0                0                1   \n",
       "8                    -1014.0                0                0   \n",
       "9                    -1014.0                0                0   \n",
       "10                   -2212.0                0                1   \n",
       "11                   -2212.0                0                0   \n",
       "12                       0.0                0                1   \n",
       "13                   -1293.0                0                1   \n",
       "14                       0.0                0                0   \n",
       "15                       0.0                0                0   \n",
       "16                   -1583.0                0                1   \n",
       "17                   -1583.0                0                1   \n",
       "18                    -452.0                0                0   \n",
       "19                    -452.0                0                0   \n",
       "20                   -3049.0                0                1   \n",
       "21                   -2932.0                0                1   \n",
       "22                    -664.0                0                0   \n",
       "23                    -457.0                0                0   \n",
       "24                   -2777.0                0                1   \n",
       "...                      ...              ...              ...   \n",
       "8727                  -694.0                0                1   \n",
       "8728                  -377.0                0                1   \n",
       "8729                  -377.0                0                0   \n",
       "8730                  -228.0                0                0   \n",
       "8731                  -352.0                0                0   \n",
       "8732                  -464.0                0                1   \n",
       "8733                  -335.0                0                1   \n",
       "8734                 -2521.0                0                1   \n",
       "8735                 -2351.0                0                1   \n",
       "8736                 -1351.0                0                1   \n",
       "8737                 -1657.0                0                1   \n",
       "8738                 -1315.0                0                1   \n",
       "8739                     0.0                0                0   \n",
       "8740                   -15.0                0                1   \n",
       "8741                  -288.0                0                0   \n",
       "8742                  -405.0                0                1   \n",
       "8743                  -501.0                0                1   \n",
       "8744                  -519.0                0                1   \n",
       "8745                     0.0                0                1   \n",
       "8746                  -210.0                0                0   \n",
       "8747                  -210.0                0                1   \n",
       "8748                  -947.0                0                0   \n",
       "8749                  -947.0                0                1   \n",
       "8750                  -444.0                0                1   \n",
       "8751                  -683.0                0                1   \n",
       "\n",
       "      FLAG_DOCUMENT_4  FLAG_DOCUMENT_5  FLAG_DOCUMENT_6  FLAG_DOCUMENT_7  \\\n",
       "0                   0                0                1                0   \n",
       "1                   0                0                1                0   \n",
       "2                   0                0                1                0   \n",
       "3                   0                0                0                0   \n",
       "4                   0                0                0                0   \n",
       "5                   0                0                1                0   \n",
       "6                   0                0                0                0   \n",
       "7                   0                0                0                0   \n",
       "8                   0                0                0                0   \n",
       "9                   0                0                1                0   \n",
       "10                  0                0                0                0   \n",
       "11                  0                0                0                0   \n",
       "12                  0                0                0                0   \n",
       "13                  0                0                0                0   \n",
       "14                  0                0                1                0   \n",
       "15                  0                0                0                0   \n",
       "16                  0                0                0                0   \n",
       "17                  0                0                0                0   \n",
       "18                  0                0                0                0   \n",
       "19                  0                0                1                0   \n",
       "20                  0                0                0                0   \n",
       "21                  0                0                0                0   \n",
       "22                  0                0                0                0   \n",
       "23                  0                0                0                0   \n",
       "24                  0                0                0                0   \n",
       "...               ...              ...              ...              ...   \n",
       "8727                0                0                0                0   \n",
       "8728                0                0                0                0   \n",
       "8729                0                0                0                0   \n",
       "8730                0                0                0                0   \n",
       "8731                0                0                0                0   \n",
       "8732                0                0                0                0   \n",
       "8733                0                0                0                0   \n",
       "8734                0                0                0                0   \n",
       "8735                0                0                0                0   \n",
       "8736                0                0                0                0   \n",
       "8737                0                0                0                0   \n",
       "8738                0                0                0                0   \n",
       "8739                0                0                1                0   \n",
       "8740                0                0                0                0   \n",
       "8741                0                0                0                0   \n",
       "8742                0                0                0                0   \n",
       "8743                0                0                0                0   \n",
       "8744                0                0                0                0   \n",
       "8745                0                0                0                0   \n",
       "8746                0                0                0                0   \n",
       "8747                0                0                0                0   \n",
       "8748                0                0                0                0   \n",
       "8749                0                0                0                0   \n",
       "8750                0                0                0                0   \n",
       "8751                0                0                0                0   \n",
       "\n",
       "      FLAG_DOCUMENT_8  FLAG_DOCUMENT_9  FLAG_DOCUMENT_10  FLAG_DOCUMENT_11  \\\n",
       "0                   0                0                 0                 0   \n",
       "1                   0                0                 0                 0   \n",
       "2                   0                0                 0                 0   \n",
       "3                   0                0                 0                 0   \n",
       "4                   0                0                 0                 0   \n",
       "5                   0                0                 0                 0   \n",
       "6                   0                0                 0                 0   \n",
       "7                   0                0                 0                 0   \n",
       "8                   0                0                 0                 0   \n",
       "9                   0                0                 0                 0   \n",
       "10                  0                0                 0                 0   \n",
       "11                  0                0                 0                 0   \n",
       "12                  0                0                 0                 0   \n",
       "13                  0                0                 0                 0   \n",
       "14                  0                0                 0                 0   \n",
       "15                  0                0                 0                 0   \n",
       "16                  0                0                 0                 0   \n",
       "17                  0                0                 0                 0   \n",
       "18                  0                0                 0                 0   \n",
       "19                  0                0                 0                 0   \n",
       "20                  0                0                 0                 0   \n",
       "21                  0                0                 0                 0   \n",
       "22                  1                0                 0                 0   \n",
       "23                  1                0                 0                 0   \n",
       "24                  0                0                 0                 0   \n",
       "...               ...              ...               ...               ...   \n",
       "8727                0                0                 0                 0   \n",
       "8728                0                0                 0                 0   \n",
       "8729                0                0                 0                 0   \n",
       "8730                1                0                 0                 0   \n",
       "8731                1                0                 0                 0   \n",
       "8732                0                0                 0                 0   \n",
       "8733                0                0                 0                 0   \n",
       "8734                0                0                 0                 0   \n",
       "8735                0                0                 0                 0   \n",
       "8736                0                0                 0                 0   \n",
       "8737                0                0                 0                 0   \n",
       "8738                0                0                 0                 0   \n",
       "8739                0                0                 0                 0   \n",
       "8740                0                0                 0                 0   \n",
       "8741                0                0                 0                 0   \n",
       "8742                0                0                 0                 0   \n",
       "8743                0                0                 0                 0   \n",
       "8744                0                0                 0                 0   \n",
       "8745                0                0                 0                 0   \n",
       "8746                0                0                 0                 0   \n",
       "8747                0                0                 0                 0   \n",
       "8748                0                0                 0                 0   \n",
       "8749                0                0                 0                 0   \n",
       "8750                0                0                 0                 0   \n",
       "8751                0                0                 0                 0   \n",
       "\n",
       "      FLAG_DOCUMENT_12  FLAG_DOCUMENT_13  FLAG_DOCUMENT_14  FLAG_DOCUMENT_15  \\\n",
       "0                    0                 0                 0                 0   \n",
       "1                    0                 0                 0                 0   \n",
       "2                    0                 0                 0                 0   \n",
       "3                    0                 0                 0                 0   \n",
       "4                    0                 0                 0                 0   \n",
       "5                    0                 0                 0                 0   \n",
       "6                    0                 0                 0                 0   \n",
       "7                    0                 0                 0                 0   \n",
       "8                    0                 0                 0                 0   \n",
       "9                    0                 0                 0                 0   \n",
       "10                   0                 0                 0                 0   \n",
       "11                   0                 0                 0                 0   \n",
       "12                   0                 0                 0                 0   \n",
       "13                   0                 0                 0                 0   \n",
       "14                   0                 0                 0                 0   \n",
       "15                   0                 0                 0                 0   \n",
       "16                   0                 0                 0                 0   \n",
       "17                   0                 0                 0                 0   \n",
       "18                   0                 0                 0                 0   \n",
       "19                   0                 0                 0                 0   \n",
       "20                   0                 0                 0                 0   \n",
       "21                   0                 0                 0                 0   \n",
       "22                   0                 0                 0                 0   \n",
       "23                   0                 0                 0                 0   \n",
       "24                   0                 0                 0                 0   \n",
       "...                ...               ...               ...               ...   \n",
       "8727                 0                 0                 0                 0   \n",
       "8728                 0                 0                 0                 0   \n",
       "8729                 0                 0                 0                 0   \n",
       "8730                 0                 0                 0                 0   \n",
       "8731                 0                 0                 0                 0   \n",
       "8732                 0                 0                 0                 0   \n",
       "8733                 0                 0                 0                 0   \n",
       "8734                 0                 0                 0                 0   \n",
       "8735                 0                 0                 0                 0   \n",
       "8736                 0                 0                 0                 0   \n",
       "8737                 0                 0                 0                 0   \n",
       "8738                 0                 0                 0                 0   \n",
       "8739                 0                 0                 0                 0   \n",
       "8740                 0                 0                 0                 0   \n",
       "8741                 0                 0                 0                 0   \n",
       "8742                 0                 0                 0                 0   \n",
       "8743                 0                 0                 0                 0   \n",
       "8744                 0                 0                 0                 0   \n",
       "8745                 0                 0                 0                 0   \n",
       "8746                 0                 0                 0                 0   \n",
       "8747                 0                 0                 0                 0   \n",
       "8748                 0                 0                 0                 0   \n",
       "8749                 0                 0                 0                 0   \n",
       "8750                 0                 0                 0                 0   \n",
       "8751                 0                 0                 0                 0   \n",
       "\n",
       "      FLAG_DOCUMENT_16  FLAG_DOCUMENT_17  FLAG_DOCUMENT_18  FLAG_DOCUMENT_19  \\\n",
       "0                    0                 0                 0                 0   \n",
       "1                    0                 0                 0                 0   \n",
       "2                    0                 0                 0                 0   \n",
       "3                    0                 0                 0                 0   \n",
       "4                    0                 0                 0                 0   \n",
       "5                    0                 0                 0                 0   \n",
       "6                    0                 0                 0                 0   \n",
       "7                    0                 0                 0                 0   \n",
       "8                    0                 0                 0                 0   \n",
       "9                    0                 0                 0                 0   \n",
       "10                   0                 0                 0                 0   \n",
       "11                   0                 0                 0                 0   \n",
       "12                   0                 0                 0                 0   \n",
       "13                   0                 0                 0                 0   \n",
       "14                   0                 0                 0                 0   \n",
       "15                   0                 0                 0                 0   \n",
       "16                   0                 0                 0                 0   \n",
       "17                   0                 0                 0                 0   \n",
       "18                   0                 0                 0                 0   \n",
       "19                   0                 0                 0                 0   \n",
       "20                   0                 0                 0                 0   \n",
       "21                   0                 0                 0                 0   \n",
       "22                   0                 0                 0                 0   \n",
       "23                   0                 0                 0                 0   \n",
       "24                   0                 0                 0                 0   \n",
       "...                ...               ...               ...               ...   \n",
       "8727                 0                 0                 0                 0   \n",
       "8728                 0                 0                 0                 0   \n",
       "8729                 0                 0                 0                 0   \n",
       "8730                 0                 0                 0                 0   \n",
       "8731                 0                 0                 0                 0   \n",
       "8732                 0                 0                 0                 0   \n",
       "8733                 0                 0                 0                 0   \n",
       "8734                 0                 0                 0                 0   \n",
       "8735                 0                 0                 0                 0   \n",
       "8736                 0                 0                 0                 0   \n",
       "8737                 0                 0                 0                 0   \n",
       "8738                 0                 0                 0                 0   \n",
       "8739                 0                 0                 0                 0   \n",
       "8740                 0                 0                 0                 0   \n",
       "8741                 0                 0                 0                 0   \n",
       "8742                 0                 0                 0                 0   \n",
       "8743                 0                 0                 0                 0   \n",
       "8744                 0                 0                 0                 0   \n",
       "8745                 0                 0                 0                 0   \n",
       "8746                 0                 0                 0                 0   \n",
       "8747                 0                 0                 0                 0   \n",
       "8748                 0                 0                 0                 0   \n",
       "8749                 0                 0                 0                 0   \n",
       "8750                 0                 0                 0                 0   \n",
       "8751                 0                 0                 0                 0   \n",
       "\n",
       "      FLAG_DOCUMENT_20  FLAG_DOCUMENT_21 AMT_REQ_CREDIT_BUREAU_HOUR  \\\n",
       "0                    0                 0                        0.0   \n",
       "1                    0                 0                        0.0   \n",
       "2                    0                 0                        0.0   \n",
       "3                    0                 0                        0.0   \n",
       "4                    0                 0                        0.0   \n",
       "5                    0                 0                        0.0   \n",
       "6                    0                 0                        0.0   \n",
       "7                    0                 0                        0.0   \n",
       "8                    0                 0                        0.0   \n",
       "9                    0                 0                        0.0   \n",
       "10                   0                 0                        0.0   \n",
       "11                   0                 0                        0.0   \n",
       "12                   0                 0                        0.0   \n",
       "13                   0                 0                        0.0   \n",
       "14                   0                 0                        NaN   \n",
       "15                   0                 0                        NaN   \n",
       "16                   0                 0                        0.0   \n",
       "17                   0                 0                        0.0   \n",
       "18                   0                 0                        0.0   \n",
       "19                   0                 0                        0.0   \n",
       "20                   0                 0                        0.0   \n",
       "21                   0                 0                        0.0   \n",
       "22                   0                 0                        0.0   \n",
       "23                   0                 0                        0.0   \n",
       "24                   0                 0                        0.0   \n",
       "...                ...               ...                        ...   \n",
       "8727                 0                 0                        0.0   \n",
       "8728                 0                 0                        0.0   \n",
       "8729                 0                 0                        0.0   \n",
       "8730                 0                 0                        NaN   \n",
       "8731                 0                 0                        NaN   \n",
       "8732                 0                 0                        0.0   \n",
       "8733                 0                 0                        0.0   \n",
       "8734                 0                 0                        0.0   \n",
       "8735                 0                 0                        0.0   \n",
       "8736                 0                 0                        0.0   \n",
       "8737                 0                 0                        0.0   \n",
       "8738                 0                 0                        0.0   \n",
       "8739                 0                 0                        0.0   \n",
       "8740                 0                 0                        NaN   \n",
       "8741                 0                 0                        NaN   \n",
       "8742                 0                 0                        NaN   \n",
       "8743                 0                 0                        NaN   \n",
       "8744                 0                 0                        NaN   \n",
       "8745                 0                 0                        NaN   \n",
       "8746                 0                 0                        NaN   \n",
       "8747                 0                 0                        NaN   \n",
       "8748                 0                 0                        0.0   \n",
       "8749                 0                 0                        0.0   \n",
       "8750                 0                 0                        0.0   \n",
       "8751                 0                 0                        0.0   \n",
       "\n",
       "     AMT_REQ_CREDIT_BUREAU_DAY  AMT_REQ_CREDIT_BUREAU_WEEK  \\\n",
       "0                          0.0                         0.0   \n",
       "1                          0.0                         0.0   \n",
       "2                          0.0                         0.0   \n",
       "3                          0.0                         0.0   \n",
       "4                          0.0                         0.0   \n",
       "5                          0.0                         0.0   \n",
       "6                          0.0                         0.0   \n",
       "7                          0.0                         0.0   \n",
       "8                          0.0                         0.0   \n",
       "9                          0.0                         0.0   \n",
       "10                         0.0                         0.0   \n",
       "11                         0.0                         0.0   \n",
       "12                         0.0                         0.0   \n",
       "13                         0.0                         0.0   \n",
       "14                         NaN                         NaN   \n",
       "15                         NaN                         NaN   \n",
       "16                         0.0                         0.0   \n",
       "17                         0.0                         0.0   \n",
       "18                         0.0                         0.0   \n",
       "19                         0.0                         0.0   \n",
       "20                         0.0                         0.0   \n",
       "21                         0.0                         0.0   \n",
       "22                         0.0                         0.0   \n",
       "23                         0.0                         0.0   \n",
       "24                         0.0                         0.0   \n",
       "...                        ...                         ...   \n",
       "8727                       0.0                         0.0   \n",
       "8728                       0.0                         0.0   \n",
       "8729                       0.0                         0.0   \n",
       "8730                       NaN                         NaN   \n",
       "8731                       NaN                         NaN   \n",
       "8732                       0.0                         0.0   \n",
       "8733                       0.0                         0.0   \n",
       "8734                       0.0                         0.0   \n",
       "8735                       0.0                         0.0   \n",
       "8736                       0.0                         0.0   \n",
       "8737                       0.0                         0.0   \n",
       "8738                       0.0                         0.0   \n",
       "8739                       0.0                         0.0   \n",
       "8740                       NaN                         NaN   \n",
       "8741                       NaN                         NaN   \n",
       "8742                       NaN                         NaN   \n",
       "8743                       NaN                         NaN   \n",
       "8744                       NaN                         NaN   \n",
       "8745                       NaN                         NaN   \n",
       "8746                       NaN                         NaN   \n",
       "8747                       NaN                         NaN   \n",
       "8748                       0.0                         0.0   \n",
       "8749                       0.0                         0.0   \n",
       "8750                       0.0                         0.0   \n",
       "8751                       0.0                         0.0   \n",
       "\n",
       "     AMT_REQ_CREDIT_BUREAU_MON AMT_REQ_CREDIT_BUREAU_QRT  \\\n",
       "0                          0.0                       0.0   \n",
       "1                          0.0                       0.0   \n",
       "2                          0.0                       0.0   \n",
       "3                          0.0                       0.0   \n",
       "4                          1.0                       0.0   \n",
       "5                          1.0                       0.0   \n",
       "6                          0.0                       0.0   \n",
       "7                          0.0                       2.0   \n",
       "8                          0.0                       0.0   \n",
       "9                          0.0                       0.0   \n",
       "10                         0.0                       0.0   \n",
       "11                         0.0                       0.0   \n",
       "12                         0.0                       0.0   \n",
       "13                         0.0                       0.0   \n",
       "14                         NaN                       NaN   \n",
       "15                         NaN                       NaN   \n",
       "16                         0.0                       0.0   \n",
       "17                         0.0                       0.0   \n",
       "18                         0.0                       0.0   \n",
       "19                         0.0                       0.0   \n",
       "20                         0.0                       0.0   \n",
       "21                         0.0                       0.0   \n",
       "22                         0.0                       0.0   \n",
       "23                         0.0                       0.0   \n",
       "24                         0.0                       0.0   \n",
       "...                        ...                       ...   \n",
       "8727                       0.0                       0.0   \n",
       "8728                       0.0                       0.0   \n",
       "8729                       0.0                       0.0   \n",
       "8730                       NaN                       NaN   \n",
       "8731                       NaN                       NaN   \n",
       "8732                       0.0                       0.0   \n",
       "8733                       0.0                       1.0   \n",
       "8734                       0.0                       0.0   \n",
       "8735                       1.0                       0.0   \n",
       "8736                       0.0                       0.0   \n",
       "8737                       0.0                       0.0   \n",
       "8738                       0.0                       2.0   \n",
       "8739                       0.0                       0.0   \n",
       "8740                       NaN                       NaN   \n",
       "8741                       NaN                       NaN   \n",
       "8742                       NaN                       NaN   \n",
       "8743                       NaN                       NaN   \n",
       "8744                       NaN                       NaN   \n",
       "8745                       NaN                       NaN   \n",
       "8746                       NaN                       NaN   \n",
       "8747                       NaN                       NaN   \n",
       "8748                       0.0                       0.0   \n",
       "8749                       0.0                       0.0   \n",
       "8750                       0.0                       0.0   \n",
       "8751                       0.0                       2.0   \n",
       "\n",
       "      AMT_REQ_CREDIT_BUREAU_YEAR  is_train  DAYS_BIRTH-m-DAYS_REGISTRATION  \\\n",
       "0                            0.0         1                        -24077.0   \n",
       "1                            0.0         1                        -24077.0   \n",
       "2                            1.0         1                        -23515.0   \n",
       "3                            1.0         1                        -23515.0   \n",
       "4                            1.0         1                        -23112.0   \n",
       "5                            1.0         1                        -23112.0   \n",
       "6                            6.0         1                        -22412.0   \n",
       "7                            6.0         1                        -22412.0   \n",
       "8                            7.0         1                        -22329.0   \n",
       "9                            7.0         1                        -22329.0   \n",
       "10                           0.0         1                        -22293.0   \n",
       "11                           0.0         1                        -22293.0   \n",
       "12                           9.0         1                        -22207.0   \n",
       "13                           5.0         1                        -22207.0   \n",
       "14                           NaN         1                        -22172.0   \n",
       "15                           NaN         1                        -22172.0   \n",
       "16                           3.0         1                        -21841.0   \n",
       "17                           3.0         1                        -21841.0   \n",
       "18                           3.0         1                        -21657.0   \n",
       "19                           2.0         1                        -21657.0   \n",
       "20                           3.0         1                        -21579.0   \n",
       "21                           1.0         1                        -21579.0   \n",
       "22                           2.0         1                        -21496.0   \n",
       "23                           1.0         1                        -21496.0   \n",
       "24                           3.0         1                        -21473.0   \n",
       "...                          ...       ...                             ...   \n",
       "8727                         4.0         0                            -7.0   \n",
       "8728                         1.0         1                            -6.0   \n",
       "8729                         1.0         1                            -6.0   \n",
       "8730                         NaN         1                            -5.0   \n",
       "8731                         NaN         0                            -5.0   \n",
       "8732                         7.0         1                             0.0   \n",
       "8733                         4.0         1                             0.0   \n",
       "8734                         2.0         1                             0.0   \n",
       "8735                         0.0         1                             0.0   \n",
       "8736                         9.0         1                             0.0   \n",
       "8737                         0.0         0                             0.0   \n",
       "8738                         1.0         1                             0.0   \n",
       "8739                         2.0         0                             0.0   \n",
       "8740                         NaN         1                             0.0   \n",
       "8741                         NaN         1                             0.0   \n",
       "8742                         NaN         1                             0.0   \n",
       "8743                         NaN         0                             0.0   \n",
       "8744                         NaN         1                             0.0   \n",
       "8745                         NaN         0                             0.0   \n",
       "8746                         NaN         1                             0.0   \n",
       "8747                         NaN         1                             0.0   \n",
       "8748                         0.0         1                             0.0   \n",
       "8749                         0.0         1                             0.0   \n",
       "8750                         4.0         1                             0.0   \n",
       "8751                         3.0         0                             0.0   \n",
       "\n",
       "      DAYS_REGISTRATION-m-DAYS_ID_PUBLISH  DAYS_ID_PUBLISH-m-DAYS_EMPLOYED  \\\n",
       "0                                  3723.0                          -369344   \n",
       "1                                  3723.0                          -369344   \n",
       "2                                  4432.0                          -369788   \n",
       "3                                  4432.0                          -369788   \n",
       "4                                  2602.0                          -369357   \n",
       "5                                  2602.0                          -369357   \n",
       "6                                  3738.0                             8506   \n",
       "7                                  3738.0                             8506   \n",
       "8                                  2917.0                          -369537   \n",
       "9                                  2917.0                          -369537   \n",
       "10                                 3189.0                          -369803   \n",
       "11                                 3189.0                          -369803   \n",
       "12                                 3559.0                            -3344   \n",
       "13                                 3559.0                            -3344   \n",
       "14                                 4543.0                          -370495   \n",
       "15                                 4543.0                          -370495   \n",
       "16                                   -3.0                          -368595   \n",
       "17                                   -3.0                          -368595   \n",
       "18                                 3151.0                          -369822   \n",
       "19                                 3151.0                          -369822   \n",
       "20                                 4669.0                            -1440   \n",
       "21                                 4669.0                            -1440   \n",
       "22                                 2498.0                            -2100   \n",
       "23                                 2498.0                            -2100   \n",
       "24                                 3922.0                            -3847   \n",
       "...                                   ...                              ...   \n",
       "8727                              -7323.0                               37   \n",
       "8728                             -11731.0                             1489   \n",
       "8729                             -11731.0                             1489   \n",
       "8730                              -8111.0                              955   \n",
       "8731                              -8111.0                              955   \n",
       "8732                             -11863.0                             3414   \n",
       "8733                             -11863.0                             3414   \n",
       "8734                             -10937.0                             2135   \n",
       "8735                             -10937.0                             2135   \n",
       "8736                              -9773.0                            -2763   \n",
       "8737                              -9773.0                            -2763   \n",
       "8738                              -9648.0                             1091   \n",
       "8739                              -9648.0                             1091   \n",
       "8740                              -8773.0                              453   \n",
       "8741                              -8773.0                              453   \n",
       "8742                              -7512.0                              176   \n",
       "8743                              -7512.0                              176   \n",
       "8744                              -7351.0                            -1123   \n",
       "8745                              -7351.0                            -1123   \n",
       "8746                              -7343.0                              -53   \n",
       "8747                              -7343.0                              -53   \n",
       "8748                              -7342.0                              273   \n",
       "8749                              -7342.0                              273   \n",
       "8750                              -7322.0                             -915   \n",
       "8751                              -7322.0                             -915   \n",
       "\n",
       "      dup_cnt  dup_id  \n",
       "0           2       0  \n",
       "1           2       0  \n",
       "2           2       1  \n",
       "3           2       1  \n",
       "4           2       2  \n",
       "5           2       2  \n",
       "6           2       3  \n",
       "7           2       3  \n",
       "8           2       4  \n",
       "9           2       4  \n",
       "10          2       5  \n",
       "11          2       5  \n",
       "12          2       6  \n",
       "13          2       6  \n",
       "14          2       7  \n",
       "15          2       7  \n",
       "16          2       8  \n",
       "17          2       8  \n",
       "18          2       9  \n",
       "19          2       9  \n",
       "20          2      10  \n",
       "21          2      10  \n",
       "22          2      11  \n",
       "23          2      11  \n",
       "24          2      12  \n",
       "...       ...     ...  \n",
       "8727        2    4343  \n",
       "8728        2    4344  \n",
       "8729        2    4344  \n",
       "8730        2    4345  \n",
       "8731        2    4345  \n",
       "8732        2    4346  \n",
       "8733        2    4346  \n",
       "8734        2    4347  \n",
       "8735        2    4347  \n",
       "8736        2    4348  \n",
       "8737        2    4348  \n",
       "8738        2    4349  \n",
       "8739        2    4349  \n",
       "8740        2    4350  \n",
       "8741        2    4350  \n",
       "8742        2    4351  \n",
       "8743        2    4351  \n",
       "8744        2    4352  \n",
       "8745        2    4352  \n",
       "8746        2    4353  \n",
       "8747        2    4353  \n",
       "8748        2    4354  \n",
       "8749        2    4354  \n",
       "8750        2    4355  \n",
       "8751        2    4355  \n",
       "\n",
       "[8752 rows x 128 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dup_tbl[col]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-08-25T10:12:13.258084Z",
     "start_time": "2018-08-25T10:12:11.429444Z"
    }
   },
   "outputs": [],
   "source": [
    "dup_tbl[col].to_csv('same_user_all.csv.gz', index=False, compression='gzip')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
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